3_KEGG_Functional_Analysis
# Clean environment
rm(list = ls(all.names = TRUE)) # will clear all objects including hidden objects
gc() # free up memory and report the memory usage used (Mb) gc trigger (Mb) limit (Mb) max used (Mb)
Ncells 8854776 472.9 21677780 1157.8 NA 21677780 1157.8
Vcells 18824389 143.7 67701115 516.6 32768 163316440 1246.1options(max.print = .Machine$integer.max, scipen = 0, stringsAsFactors = F, dplyr.summarise.inform = F) # avoid truncated output in R console and keep scientific notation
### INSTALLING PACKAGES ###
#if (!require("BiocManager", quietly = TRUE))
# install.packages("BiocManager")
#BiocManager::install(c("readr", "tidyverse", "org.At.tair.db", "pathview", "ggupset"))setwd("~/Desktop/Lab/Working_Projects/R_trapseq_2023")
suppressPackageStartupMessages(library("org.At.tair.db"))
library(clusterProfiler) #A universal enrichment tool for interpreting omics data #prettydoc?
library(readr)
library(tidyverse) #to use distinct in line 52
library(pathview)
library(enrichplot)
pad <- 0.05
search_kegg_organism('ath', by='kegg_code')search_kegg_organism('Arabidopsis thaliana', by='scientific_name')Hup<- read_csv("./DerivedData/1_DEG_HvUM_HUP_pad05_LFC1_v1.csv", col_names = TRUE)
Hup_tb <- data.frame(Hup[ ,-c(1)], row.names = Hup$rowname)
IM_up <- read_csv("./DerivedData/1_DEG_IMvUM_IMUP_pad05_LFC1_v1.csv", col_names = TRUE)
IMup_tb <- data.frame(IM_up[ ,-c(1)], row.names = IM_up$rowname)
HIM_up<-read_csv("./DerivedData/1_DEG_HvIMUP_pad05_LFC1_v1.csv", col_names = TRUE)
HIMup_tb <- data.frame(HIM_up[ ,-c(1)], row.names = HIM_up$rowname) H_dwn <- read_csv("./DerivedData/1_DEG_HvUM_HDWN_pad05_LFC1_v1.csv", col_names = TRUE)New names:
• `` -> `...1`
Rows: 5954 Columns: 6
── Column specification ───────────────────────────────────────────────────────────
Delimiter: ","
chr (2): rowname, symbol
dbl (4): ...1, entrez, log2FoldChange, padj
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.Hdwn_tb <- data.frame(H_dwn[ ,-c(1)], row.names = H_dwn$rowname)
IM_dwn <- read_csv("./DerivedData/1_DEG_IMvUM_IMDWN_pad05_LFC1_v1.csv", col_names = TRUE)New names:
• `` -> `...1`
Rows: 5013 Columns: 6
── Column specification ───────────────────────────────────────────────────────────
Delimiter: ","
chr (2): rowname, symbol
dbl (4): ...1, entrez, log2FoldChange, padj
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.IMdwn_tb <- data.frame(IM_dwn[ ,-c(1)], row.names = IM_dwn$rowname)
HIM_dwn <- read_csv("./DerivedData/1_DEG_HvIMDWN_pad05_LFC1_v1.csv", col_names = TRUE)New names:
• `` -> `...1`
Rows: 4375 Columns: 6
── Column specification ───────────────────────────────────────────────────────────
Delimiter: ","
chr (2): rowname, symbol
dbl (4): ...1, entrez, log2FoldChange, padj
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.HIMdwn_tb <- data.frame(HIM_dwn[ ,-c(1)], row.names = HIM_dwn$rowname) IMup_genes <- IMup_tb$entrez
Hup_genes <- Hup_tb$entrez
HIMup_genes <- HIMup_tb$entrez
kegg_IMup_list = sort(IMup_genes, decreasing = TRUE)
kegg_Hup_list = sort(Hup_genes, decreasing = TRUE)
kegg_HIMup_list = sort(HIMup_genes, decreasing = TRUE)IMdown_genes <- IMdwn_tb$entrez
Hdown_genes <- Hdwn_tb$entrez
HIMdown_genes <- HIMdwn_tb$entrez
kegg_IMdown_list = sort(IMdown_genes, decreasing = TRUE)
kegg_Hdown_list = sort(Hdown_genes, decreasing = TRUE)
kegg_HIMdown_list = sort(HIMdown_genes, decreasing = TRUE)#ora with kegg data base. using enrichKEGG() is a shortcut for doing ORA using KEGG
pad <- 0.05
genedata <- read_csv("./DerivedData/1_DEG_HvIM_HDWN_pad05_LFC1_v2.csv", col_names = TRUE) New names:
• `` -> `...1`
Rows: 4375 Columns: 6
── Column specification ─────────────────────────────────────────────────
Delimiter: ","
chr (2): rowname, symbol
dbl (4): ...1, entrez, log2FoldChange, padj
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.genedata_tb <- data.frame(genedata[ ,-c(1)], row.names = genedata$rowname)
genedata_tb_genes <- genedata_tb$entrez
search_kegg_organism('ath', by='kegg_code')search_kegg_organism('Arabidopsis thaliana', by='scientific_name')
genedata_tb_genes_list = sort(genedata_tb_genes, decreasing = TRUE)
#write.csv(x, "./DerivedData/3_Pilot_IMvHdown_candidategenes.csv")#pad <- 0.05
#x$entrez = mapIds (org.At.tair.db, keys = row.names (x) , keytype = "TAIR" , column = "ENTREZID" , multiVals = "first" )
#x <- x$entrez#kegg_IMup_list #1
#kegg_Hup_list #2
kegg_HIMup_list #3 [1] 6241076 6241037 6240272 5007945 3770579 3768816 3768365 3767579 3767578
[10] 844398 844323 844317 844220 844207 844143 844104 844068 843997
[19] 843986 843976 843916 843864 843849 843838 843820 843757 843671
[28] 843665 843660 843507 843474 843380 843353 843350 843319 843317
[37] 843315 843313 843311 843310 843308 843303 843282 843276 843203
[46] 843143 843049 843038 843034 843032 843014 842991 842945 842931
[55] 842857 842803 842802 842796 842768 842716 842613 842568 842529
[64] 842450 842368 842342 842206 842191 842066 841944 841820 841782
[73] 841689 841612 841609 841592 841571 841567 841369 841272 841257
[82] 841256 841237 841165 841101 841026 840948 840522 840448 840348
[91] 840324 840232 840085 840079 840048 840017 839954 839953 839952
[100] 839942 839922 839920 839902 839890 839837 839797 839687 839665
[109] 839655 839626 839593 839580 839574 839461 839457 839418 839390
[118] 839369 839353 839347 839323 839288 839275 839251 839246 839242
[127] 839182 839181 839165 839154 839019 839015 838965 838832 838831
[136] 838685 838548 838399 838347 838335 838297 838224 838179 838166
[145] 838122 838043 838016 837947 837890 837873 837871 837855 837853
[154] 837852 837831 837651 837602 837525 837480 837465 837438 837430
[163] 837412 837408 837353 837327 837119 837112 837111 837101 837054
[172] 836866 836823 836802 836795 836793 836749 836704 836639 836638
[181] 836637 836633 836626 836596 836533 836531 836513 836296 836276
[190] 836237 836235 836153 836103 836102 836018 836015 835990 835944
[199] 835928 835920 835828 835799 835764 835632 835571 835475 835306
[208] 835279 835033 834978 834966 834936 834678 834564 834539 834538
[217] 834504 834475 834464 834447 834441 834421 834408 834393 834353
[226] 834114 834031 833998 833954 833889 833794 833782 833623 833619
[235] 833474 833437 833315 832970 832672 832657 832597 832589 832566
[244] 832543 832539 832496 832490 832479 832474 832364 832221 832196
[253] 832169 832137 831877 831845 831834 831800 831793 831774 831770
[262] 831754 831749 831710 831708 831682 831599 831447 831365 831317
[271] 831268 831230 831159 831039 831006 830979 830937 830917 830894
[280] 830796 830789 830762 830719 830670 830659 830635 830601 830592
[289] 830576 830575 830573 830497 830470 830457 830424 830352 830350
[298] 830066 830056 830018 829980 829976 829894 829886 829860 829847
[307] 829820 829784 829764 829715 829704 829695 829691 829663 829623
[316] 829462 829444 829417 829400 829244 829227 829174 829137 829000
[325] 828950 828943 828845 828809 828728 828668 828638 828547 828515
[334] 828511 828492 828470 828455 828429 828428 828425 828420 828396
[343] 828376 828342 828296 828210 828143 828081 828066 828029 828027
[352] 828011 827980 827896 827893 827882 827834 827780 827751 827663
[361] 827626 827563 827537 827458 827427 827238 827220 827212 827208
[370] 827198 827194 827189 827187 827186 827183 827113 826990 826989
[379] 826958 826865 826860 826855 826842 826820 826789 826725 826706
[388] 826524 825857 825831 825812 825775 825525 825523 825513 825349
[397] 825318 825311 825269 825182 825144 825122 825091 825079 825050
[406] 824985 824765 824763 824711 824681 824664 824581 824516 824489
[415] 824419 824410 824241 824154 824146 824140 824082 824073 824007
[424] 823989 823975 823933 823890 823713 823707 823680 823679 823649
[433] 823624 823281 822697 822600 822439 822232 822148 822118 822110
[442] 822042 821833 821817 821725 821710 821613 821334 821300 821263
[451] 821242 821239 821209 821201 821175 821153 821135 821036 821030
[460] 820894 820888 820779 820692 820691 820669 820657 820641 820614
[469] 820603 820589 820540 820538 820517 820463 820398 820137 820006
[478] 819989 819903 819811 819800 819770 819666 819620 819597 819343
[487] 819339 819314 819212 819162 819055 818917 818828 818827 818802
[496] 818721 818720 818683 818676 818526 818505 818497 818479 818414
[505] 818361 818334 818255 818253 818241 818232 818211 818175 818171
[514] 818131 818101 818097 818083 818060 818050 817961 817954 817886
[523] 817864 817816 817784 817778 817756 817748 817740 817682 817604
[532] 817539 817524 817474 817442 817375 817261 817171 817010 817006
[541] 816952 816948 816828 816823 816814 816779 816726 816699 816649
[550] 816612 816521 816509 816469 816468 816436 816380 816303 816270
[559] 816084 815997 815840 815657 815147 815069 814931 814828 814766
[568] 814719 814702 814682ora_kegg <- enrichKEGG(gene = kegg_HIMup_list,
organism = "ath",
keyType = "ncbi-geneid",
minGSSize = 10,
maxGSSize = 500,
pAdjustMethod = "BH",
qvalueCutoff = pad,
use_internal_data = FALSE) # force to latest KEGG db
eKEGG3 <- data.frame(ora_kegg)
#write.csv(eKEGG1, "./DerivedData/3_IMvH_HUP_KEGG.csv")
dotplot(ora_kegg, showCategory=10, font.size=10)
#ggsave("./SumData/3_KEGG_IMvH_Hup_LFC1p05.pdf",width=12, height =12)
mlist <- list(eKEGG1, eKEGG2, eKEGG3)
names(mlist) <- c("KEGG IM UP IMvUM", "KEGG H UP HvUM", "KEGG H UP HvIM")
mresult <- merge_result(mlist)
dotplot(mresult, showCategory=10, font.size=14)
ggsave("./SumData/3_KEGG_SUM_UP_LFC1p05.pdf",width=14, height =14)
kegg_IMdown_list #4 [1] 28721172 28719435 28719424 28719402 28718697 28718362 28718327 28718283
[9] 28717267 28717252 28716239 10723110 7922386 7922308 6240759 5008301
[17] 5008300 5008298 5008177 5008146 5008019 5008015 5008005 5007993
[25] 5007965 5007884 5007874 5007852 5007837 5007676 5007658 3771487
[33] 3770591 3770575 3770570 3770404 3770374 3770303 3768908 3768804
[41] 3768785 3768574 3768521 3768499 3768365 3767658 3767593 3767578
[49] 2746201 2745995 2745966 2745881 2745841 2745823 2745725 2745715
[57] 2745591 2745578 844441 844431 844425 844422 844416 844410
[65] 844406 844395 844390 844389 844387 844383 844378 844377
[73] 844376 844375 844374 844370 844367 844366 844348 844345
[81] 844343 844341 844340 844326 844318 844315 844312 844301
[89] 844295 844294 844288 844284 844282 844280 844279 844272
[97] 844264 844245 844237 844231 844225 844224 844215 844213
[105] 844206 844205 844204 844199 844197 844194 844193 844192
[113] 844190 844187 844185 844182 844179 844178 844173 844163
[121] 844153 844146 844144 844143 844137 844136 844135 844134
[129] 844128 844108 844107 844106 844105 844104 844098 844095
[137] 844094 844093 844085 844082 844079 844078 844069 844068
[145] 844067 844050 844049 844047 844046 844029 844027 844025
[153] 844014 844013 844007 844000 843996 843990 843989 843987
[161] 843973 843968 843967 843964 843959 843952 843948 843942
[169] 843938 843937 843928 843923 843921 843915 843911 843905
[177] 843903 843902 843899 843890 843886 843871 843869 843862
[185] 843861 843850 843849 843840 843839 843836 843835 843830
[193] 843827 843824 843820 843816 843812 843811 843808 843806
[201] 843793 843782 843780 843776 843775 843772 843771 843763
[209] 843757 843756 843749 843744 843742 843736 843731 843728
[217] 843719 843711 843703 843702 843693 843687 843671 843665
[225] 843659 843651 843646 843644 843637 843634 843614 843612
[233] 843599 843576 843571 843563 843558 843557 843547 843546
[241] 843544 843535 843530 843527 843526 843516 843513 843512
[249] 843510 843509 843502 843491 843467 843462 843445 843442
[257] 843436 843428 843427 843420 843413 843410 843408 843403
[265] 843400 843393 843389 843384 843377 843373 843367 843366
[273] 843357 843356 843343 843334 843333 843330 843319 843313
[281] 843311 843310 843306 843303 843300 843271 843256 843251
[289] 843236 843224 843222 843219 843214 843213 843207 843195
[297] 843194 843189 843185 843183 843182 843181 843166 843155
[305] 843148 843139 843138 843134 843133 843129 843128 843123
[313] 843118 843110 843109 843099 843096 843095 843094 843086
[321] 843076 843064 843060 843058 843052 843048 843038 843029
[329] 843028 843024 843015 843008 842999 842992 842991 842985
[337] 842970 842961 842953 842951 842940 842935 842930 842928
[345] 842922 842908 842897 842871 842858 842853 842840 842839
[353] 842833 842812 842807 842806 842804 842792 842785 842784
[361] 842783 842782 842780 842777 842776 842773 842772 842768
[369] 842760 842759 842754 842747 842745 842744 842741 842719
[377] 842716 842713 842700 842697 842693 842673 842672 842671
[385] 842669 842666 842654 842653 842632 842629 842617 842616
[393] 842613 842602 842589 842581 842579 842578 842573 842572
[401] 842568 842561 842556 842553 842541 842537 842529 842526
[409] 842511 842508 842507 842492 842476 842462 842458 842446
[417] 842411 842393 842391 842386 842384 842381 842378 842375
[425] 842374 842373 842372 842365 842359 842356 842354 842350
[433] 842344 842341 842339 842311 842301 842294 842293 842292
[441] 842278 842275 842268 842263 842256 842255 842252 842251
[449] 842248 842245 842242 842241 842216 842213 842206 842205
[457] 842204 842196 842187 842183 842177 842175 842170 842157
[465] 842154 842111 842103 842099 842098 842074 842073 842071
[473] 842066 842056 842044 842035 842016 842002 842000 841996
[481] 841995 841984 841976 841970 841960 841957 841956 841954
[489] 841919 841912 841900 841894 841891 841883 841880 841877
[497] 841876 841875 841868 841863 841860 841858 841857 841855
[505] 841853 841851 841847 841846 841843 841842 841841 841830
[513] 841821 841812 841811 841794 841787 841764 841763 841762
[521] 841757 841755 841750 841749 841748 841733 841721 841717
[529] 841699 841683 841671 841670 841659 841658 841656 841654
[537] 841653 841652 841649 841637 841633 841622 841600 841599
[545] 841596 841593 841588 841584 841583 841582 841581 841575
[553] 841563 841557 841536 841534 841533 841532 841517 841516
[561] 841512 841511 841506 841493 841492 841486 841474 841473
[569] 841471 841465 841464 841463 841459 841458 841450 841448
[577] 841446 841439 841433 841425 841418 841412 841411 841405
[585] 841399 841395 841394 841391 841390 841387 841386 841384
[593] 841380 841375 841373 841367 841358 841346 841344 841336
[601] 841327 841324 841317 841308 841307 841305 841301 841281
[609] 841276 841273 841263 841262 841256 841255 841248 841244
[617] 841237 841236 841232 841221 841199 841186 841167 841147
[625] 841126 841124 841122 841121 841110 841106 841101 841099
[633] 841089 841088 841080 841072 841056 841033 841014 840987
[641] 840971 840953 840939 840912 840895 840894 840792 840582
[649] 840545 840539 840477 840472 840454 840452 840448 840420
[657] 840382 840358 840346 840339 840337 840336 840326 840324
[665] 840321 840320 840312 840311 840304 840297 840296 840295
[673] 840290 840274 840269 840242 840234 840233 840232 840199
[681] 840194 840173 840167 840149 840148 840144 840141 840138
[689] 840135 840126 840125 840115 840113 840112 840108 840105
[697] 840101 840100 840099 840098 840085 840077 840076 840071
[705] 840069 840067 840058 840056 840052 840038 840032 840031
[713] 840026 840021 840011 840007 840006 840001 839993 839988
[721] 839987 839984 839967 839964 839963 839949 839943 839941
[729] 839937 839934 839932 839920 839918 839916 839913 839908
[737] 839901 839891 839880 839879 839878 839871 839870 839869
[745] 839868 839858 839844 839836 839828 839827 839826 839822
[753] 839821 839820 839819 839817 839815 839814 839808 839805
[761] 839800 839791 839789 839787 839781 839767 839761 839758
[769] 839753 839752 839740 839730 839729 839716 839714 839698
[777] 839690 839688 839687 839684 839678 839669 839658 839657
[785] 839655 839651 839637 839620 839608 839602 839601 839595
[793] 839587 839585 839579 839577 839576 839572 839570 839566
[801] 839565 839562 839550 839540 839538 839536 839531 839526
[809] 839520 839517 839506 839505 839501 839499 839494 839493
[817] 839489 839475 839474 839472 839467 839463 839457 839455
[825] 839453 839449 839446 839436 839434 839432 839431 839429
[833] 839424 839420 839419 839418 839417 839413 839405 839401
[841] 839398 839394 839393 839385 839374 839370 839368 839367
[849] 839365 839364 839362 839357 839350 839345 839343 839330
[857] 839329 839323 839320 839318 839315 839303 839300 839297
[865] 839292 839288 839287 839286 839283 839277 839276 839273
[873] 839268 839256 839253 839252 839248 839246 839235 839233
[881] 839232 839226 839224 839218 839200 839197 839185 839176
[889] 839164 839160 839158 839156 839154 839146 839145 839144
[897] 839143 839142 839141 839140 839135 839134 839130 839121
[905] 839113 839112 839108 839083 839077 839070 839057 839047
[913] 839040 839038 839032 839031 839024 839019 839016 839009
[921] 839001 838993 838990 838984 838957 838948 838945 838935
[929] 838926 838916 838908 838901 838892 838889 838883 838880
[937] 838879 838876 838875 838865 838861 838860 838856 838855
[945] 838845 838844 838841 838831 838801 838790 838784 838780
[953] 838777 838776 838771 838767 838761 838743 838737 838714
[961] 838713 838711 838703 838692 838687 838680 838676 838675
[969] 838655 838654 838650 838646 838632 838630 838626 838622
[977] 838614 838609 838608 838606 838604 838600 838593 838591
[985] 838590 838584 838583 838580 838579 838571 838568 838565
[993] 838562 838558 838550 838544 838519 838518 838512 838498
[1001] 838490 838487 838468 838465 838455 838454 838453 838448
[1009] 838446 838445 838443 838431 838430 838421 838418 838417
[1017] 838413 838406 838405 838400 838386 838384 838377 838371
[1025] 838368 838367 838366 838363 838356 838350 838348 838346
[1033] 838342 838340 838335 838333 838332 838330 838324 838321
[1041] 838316 838305 838301 838293 838291 838290 838284 838268
[1049] 838263 838260 838259 838258 838257 838249 838243 838242
[1057] 838230 838226 838216 838211 838210 838209 838203 838202
[1065] 838199 838196 838193 838188 838177 838176 838174 838172
[1073] 838171 838168 838165 838161 838158 838151 838147 838144
[1081] 838140 838138 838135 838128 838127 838121 838120 838110
[1089] 838109 838106 838096 838092 838088 838079 838077 838072
[1097] 838070 838057 838055 838049 838044 838039 838037 838035
[1105] 838034 838033 838023 838014 838006 838002 838000 837997
[1113] 837995 837990 837989 837981 837974 837964 837963 837960
[1121] 837958 837956 837955 837947 837945 837939 837937 837934
[1129] 837933 837893 837888 837887 837885 837882 837875 837866
[1137] 837863 837860 837859 837855 837848 837845 837843 837836
[1145] 837833 837831 837826 837825 837818 837805 837799 837797
[1153] 837794 837784 837778 837776 837775 837766 837761 837758
[1161] 837753 837740 837737 837734 837733 837731 837730 837726
[1169] 837719 837716 837712 837698 837696 837687 837685 837677
[1177] 837671 837659 837657 837654 837653 837636 837635 837634
[1185] 837629 837626 837619 837616 837610 837606 837603 837597
[1193] 837593 837591 837590 837586 837583 837575 837568 837558
[1201] 837556 837542 837541 837538 837530 837528 837517 837516
[1209] 837513 837510 837509 837505 837499 837498 837494 837470
[1217] 837468 837466 837457 837455 837454 837452 837448 837443
[1225] 837440 837423 837418 837410 837409 837406 837404 837403
[1233] 837402 837399 837394 837391 837388 837386 837384 837378
[1241] 837377 837376 837374 837371 837368 837366 837359 837358
[1249] 837357 837350 837348 837346 837341 837340 837333 837332
[1257] 837330 837325 837318 837316 837313 837311 837306 837303
[1265] 837296 837293 837292 837280 837278 837277 837267 837265
[1273] 837254 837247 837246 837243 837238 837237 837236 837225
[1281] 837221 837218 837216 837214 837206 837205 837201 837198
[1289] 837197 837195 837193 837189 837188 837184 837178 837167
[1297] 837161 837160 837158 837154 837151 837147 837140 837128
[1305] 837117 837116 837106 837099 837095 837091 837069 837064
[1313] 837056 837054 837052 837048 837047 837043 837040 837031
[1321] 837027 837024 836893 836892 836887 836883 836863 836862
[1329] 836861 836860 836853 836845 836842 836827 836824 836822
[1337] 836819 836808 836806 836801 836789 836779 836778 836773
[1345] 836764 836762 836751 836746 836745 836743 836740 836737
[1353] 836724 836723 836712 836710 836709 836707 836704 836702
[1361] 836701 836700 836699 836698 836690 836671 836670 836667
[1369] 836666 836664 836661 836660 836656 836652 836647 836640
[1377] 836630 836629 836625 836617 836609 836598 836595 836586
[1385] 836585 836584 836583 836579 836565 836562 836555 836554
[1393] 836553 836541 836529 836525 836523 836519 836517 836513
[1401] 836512 836509 836506 836505 836501 836500 836498 836497
[1409] 836496 836487 836484 836483 836476 836473 836472 836461
[1417] 836452 836451 836446 836437 836435 836431 836428 836426
[1425] 836418 836414 836412 836408 836400 836393 836391 836390
[1433] 836388 836381 836376 836370 836367 836366 836365 836362
[1441] 836357 836348 836344 836338 836330 836306 836303 836300
[1449] 836298 836280 836279 836269 836263 836262 836260 836256
[1457] 836248 836234 836221 836215 836213 836210 836209 836208
[1465] 836207 836200 836196 836181 836175 836170 836163 836159
[1473] 836156 836143 836142 836138 836134 836132 836111 836110
[1481] 836109 836105 836104 836099 836091 836074 836057 836053
[1489] 836051 836050 836047 836043 836034 836018 836014 836013
[1497] 836007 835985 835984 835981 835979 835974 835972 835971
[1505] 835969 835968 835960 835951 835949 835945 835943 835942
[1513] 835941 835938 835937 835934 835931 835926 835918 835914
[1521] 835911 835904 835898 835897 835895 835893 835889 835888
[1529] 835886 835882 835868 835863 835862 835853 835849 835845
[1537] 835840 835824 835823 835820 835819 835815 835809 835808
[1545] 835806 835797 835796 835792 835780 835767 835761 835750
[1553] 835734 835726 835721 835717 835714 835713 835712 835702
[1561] 835701 835697 835676 835668 835667 835665 835657 835652
[1569] 835648 835645 835643 835641 835624 835621 835619 835618
[1577] 835616 835615 835614 835612 835609 835603 835598 835595
[1585] 835591 835589 835579 835571 835567 835562 835557 835556
[1593] 835554 835549 835537 835532 835531 835519 835517 835516
[1601] 835515 835514 835508 835507 835506 835489 835467 835466
[1609] 835464 835440 835438 835436 835435 835431 835427 835426
[1617] 835417 835416 835415 835402 835398 835388 835387 835373
[1625] 835371 835370 835369 835355 835328 835320 835307 835305
[1633] 835300 835297 835288 835287 835286 835281 835257 835252
[1641] 835249 835245 835244 835240 835234 835229 835228 835219
[1649] 835217 835209 835208 835207 835195 835186 835185 835183
[1657] 835178 835175 835169 835168 835166 835164 835161 835152
[1665] 835146 835144 835114 835111 835110 835107 835106 835105
[1673] 835101 835093 835090 835089 835088 835080 835066 835065
[1681] 835064 835062 835061 835060 835056 835052 835046 835039
[1689] 835035 835029 835028 835025 835006 834989 834981 834978
[1697] 834975 834962 834961 834960 834959 834949 834946 834939
[1705] 834934 834925 834923 834920 834917 834908 834905 834902
[1713] 834901 834889 834886 834884 834883 834878 834876 834861
[1721] 834858 834839 834835 834831 834829 834828 834813 834800
[1729] 834798 834792 834789 834771 834765 834757 834756 834754
[1737] 834750 834736 834733 834719 834718 834717 834713 834712
[1745] 834707 834706 834701 834700 834690 834684 834682 834677
[1753] 834676 834671 834670 834667 834664 834658 834652 834648
[1761] 834635 834634 834633 834632 834624 834623 834622 834618
[1769] 834616 834610 834607 834601 834591 834575 834572 834569
[1777] 834566 834561 834550 834536 834535 834523 834517 834509
[1785] 834508 834503 834500 834494 834492 834486 834483 834471
[1793] 834467 834466 834459 834451 834449 834444 834442 834436
[1801] 834430 834428 834426 834422 834417 834415 834410 834409
[1809] 834406 834403 834396 834395 834391 834390 834380 834370
[1817] 834351 834347 834345 834343 834333 834324 834320 834306
[1825] 834304 834301 834291 834290 834288 834273 834255 834236
[1833] 834225 834218 834213 834209 834208 834204 834197 834196
[1841] 834193 834167 834160 834158 834149 834138 834136 834119
[1849] 834115 834114 834097 834094 834088 834085 834083 834074
[1857] 834060 834056 834053 834046 834042 834036 834035 834028
[1865] 834026 834015 834014 834011 834005 833995 833982 833979
[1873] 833976 833975 833969 833951 833947 833930 833928 833918
[1881] 833917 833896 833891 833889 833879 833859 833856 833853
[1889] 833850 833841 833840 833835 833830 833829 833828 833794
[1897] 833792 833791 833750 833744 833741 833729 833728 833712
[1905] 833665 833664 833659 833656 833655 833622 833614 833608
[1913] 833590 833570 833559 833552 833540 833535 833513 833502
[1921] 833497 833476 833461 833459 833308 833300 833204 833138
[1929] 833026 833002 832987 832914 832912 832881 832874 832872
[1937] 832846 832844 832840 832836 832834 832830 832829 832804
[1945] 832797 832795 832785 832761 832757 832752 832749 832746
[1953] 832743 832740 832738 832736 832735 832733 832722 832713
[1961] 832706 832705 832692 832687 832669 832667 832652 832650
[1969] 832648 832647 832638 832636 832633 832629 832620 832610
[1977] 832584 832582 832581 832580 832562 832546 832530 832523
[1985] 832521 832518 832513 832503 832500 832498 832497 832495
[1993] 832467 832463 832455 832452 832451 832447 832445 832439
[2001] 832432 832428 832424 832411 832410 832409 832408 832396
[2009] 832395 832393 832392 832391 832385 832379 832376 832373
[2017] 832370 832369 832365 832359 832356 832352 832346 832343
[2025] 832340 832338 832337 832327 832326 832305 832298 832297
[2033] 832289 832287 832272 832268 832259 832258 832253 832252
[2041] 832247 832245 832224 832223 832220 832218 832216 832208
[2049] 832205 832197 832196 832195 832194 832186 832185 832184
[2057] 832183 832179 832176 832157 832149 832141 832136 832131
[2065] 832126 832124 832123 832116 832102 832101 832098 832097
[2073] 832094 832093 832088 832082 832073 832072 832068 832066
[2081] 832065 832060 832059 832051 832049 832046 832042 832040
[2089] 832038 832028 832027 832019 832018 832014 832011 832004
[2097] 832000 831997 831994 831988 831986 831984 831980 831975
[2105] 831973 831970 831961 831960 831959 831958 831948 831947
[2113] 831946 831941 831928 831926 831925 831919 831918 831914
[2121] 831910 831909 831908 831907 831905 831888 831885 831882
[2129] 831876 831870 831866 831860 831858 831855 831854 831852
[2137] 831846 831845 831832 831828 831819 831810 831809 831801
[2145] 831799 831793 831769 831764 831763 831762 831759 831758
[2153] 831757 831741 831736 831734 831725 831717 831710 831699
[2161] 831677 831675 831670 831669 831668 831666 831660 831657
[2169] 831655 831647 831638 831635 831632 831628 831622 831621
[2177] 831618 831612 831608 831606 831596 831594 831587 831586
[2185] 831570 831565 831560 831547 831546 831543 831542 831539
[2193] 831535 831534 831533 831532 831529 831524 831521 831516
[2201] 831515 831513 831508 831501 831500 831492 831491 831490
[2209] 831484 831477 831462 831457 831454 831453 831438 831432
[2217] 831430 831426 831411 831406 831405 831404 831400 831393
[2225] 831392 831383 831375 831373 831372 831369 831368 831360
[2233] 831359 831357 831349 831348 831347 831344 831337 831330
[2241] 831326 831318 831313 831312 831310 831308 831305 831297
[2249] 831293 831282 831281 831278 831276 831270 831259 831258
[2257] 831255 831244 831243 831234 831233 831230 831225 831223
[2265] 831218 831214 831213 831209 831207 831199 831195 831191
[2273] 831188 831184 831180 831171 831170 831169 831168 831164
[2281] 831157 831155 831151 831150 831145 831144 831143 831142
[2289] 831140 831124 831119 831114 831111 831104 831100 831097
[2297] 831094 831088 831086 831078 831068 831061 831058 831051
[2305] 831041 831031 831028 831023 831021 831019 831018 831017
[2313] 831016 831009 831005 830999 830997 830985 830984 830976
[2321] 830973 830970 830963 830958 830951 830948 830921 830919
[2329] 830916 830915 830913 830912 830904 830903 830899 830897
[2337] 830890 830889 830888 830884 830882 830881 830879 830865
[2345] 830864 830858 830856 830853 830849 830847 830846 830843
[2353] 830842 830834 830833 830827 830825 830824 830819 830818
[2361] 830805 830799 830794 830790 830789 830785 830781 830775
[2369] 830772 830767 830766 830764 830762 830757 830756 830751
[2377] 830748 830740 830739 830737 830735 830731 830730 830725
[2385] 830724 830722 830715 830712 830708 830707 830706 830705
[2393] 830701 830699 830698 830697 830696 830694 830693 830688
[2401] 830686 830684 830677 830665 830664 830663 830662 830659
[2409] 830638 830637 830626 830623 830621 830616 830615 830609
[2417] 830604 830602 830600 830598 830593 830588 830586 830572
[2425] 830566 830560 830559 830558 830557 830555 830550 830548
[2433] 830533 830529 830527 830525 830522 830518 830517 830515
[2441] 830511 830502 830485 830483 830479 830474 830473 830472
[2449] 830471 830470 830469 830461 830458 830453 830446 830445
[2457] 830442 830441 830440 830439 830438 830420 830399 830398
[2465] 830392 830390 830382 830376 830372 830370 830369 830364
[2473] 830361 830360 830355 830354 830349 830339 830336 830333
[2481] 830332 830330 830325 830322 830320 830315 830311 830305
[2489] 830302 830294 830292 830291 830284 830275 830273 830269
[2497] 830164 830161 830153 830150 830146 830144 830135 830126
[2505] 830118 830117 830116 830108 830106 830101 830094 830092
[2513] 830090 830088 830077 830067 830066 830065 830063 830060
[2521] 830059 830052 830047 830041 830040 830032 830024 830019
[2529] 830018 830015 830014 830010 830006 830005 830002 830000
[2537] 829993 829992 829985 829974 829972 829954 829949 829948
[2545] 829945 829936 829935 829931 829930 829922 829921 829914
[2553] 829913 829910 829904 829901 829900 829885 829882 829866
[2561] 829858 829854 829848 829845 829844 829842 829829 829825
[2569] 829824 829817 829810 829809 829806 829793 829792 829788
[2577] 829784 829782 829781 829775 829750 829748 829747 829743
[2585] 829738 829737 829733 829729 829727 829726 829714 829710
[2593] 829709 829706 829704 829697 829696 829695 829685 829684
[2601] 829682 829679 829678 829676 829675 829662 829660 829657
[2609] 829656 829654 829650 829647 829642 829641 829635 829631
[2617] 829629 829628 829627 829626 829625 829620 829617 829614
[2625] 829610 829605 829602 829600 829597 829584 829579 829577
[2633] 829575 829574 829571 829567 829564 829561 829555 829551
[2641] 829550 829548 829546 829544 829532 829518 829510 829509
[2649] 829507 829506 829502 829492 829490 829488 829484 829483
[2657] 829481 829480 829478 829477 829471 829463 829462 829458
[2665] 829448 829446 829440 829437 829435 829431 829426 829425
[2673] 829424 829420 829419 829418 829404 829403 829400 829392
[2681] 829390 829387 829376 829375 829369 829367 829366 829364
[2689] 829362 829361 829359 829351 829338 829332 829322 829314
[2697] 829313 829311 829306 829303 829295 829290 829286 829283
[2705] 829280 829277 829256 829247 829246 829240 829235 829232
[2713] 829231 829227 829220 829213 829211 829210 829206 829203
[2721] 829195 829194 829193 829192 829185 829184 829181 829179
[2729] 829175 829171 829164 829163 829159 829157 829156 829142
[2737] 829141 829137 829123 829119 829115 829114 829106 829104
[2745] 829101 829093 829087 829065 829059 829056 829054 829042
[2753] 829037 829031 829029 829027 829026 829025 829021 829019
[2761] 829016 828997 828996 828994 828993 828991 828984 828982
[2769] 828977 828972 828953 828951 828947 828940 828936 828934
[2777] 828923 828920 828918 828915 828912 828909 828908 828907
[2785] 828890 828886 828875 828874 828871 828865 828863 828859
[2793] 828856 828853 828851 828845 828842 828831 828826 828820
[2801] 828814 828801 828797 828791 828786 828783 828777 828774
[2809] 828767 828762 828760 828759 828758 828757 828749 828736
[2817] 828722 828720 828716 828714 828705 828702 828701 828700
[2825] 828697 828695 828694 828690 828683 828679 828677 828672
[2833] 828656 828654 828653 828652 828651 828650 828645 828639
[2841] 828630 828629 828626 828615 828611 828608 828602 828596
[2849] 828592 828582 828579 828571 828569 828568 828564 828558
[2857] 828557 828553 828549 828542 828541 828532 828531 828508
[2865] 828501 828495 828494 828491 828489 828486 828482 828480
[2873] 828479 828475 828471 828466 828465 828463 828460 828450
[2881] 828449 828443 828442 828440 828439 828429 828428 828426
[2889] 828423 828417 828405 828404 828401 828398 828396 828392
[2897] 828388 828387 828385 828374 828372 828363 828358 828351
[2905] 828349 828328 828327 828324 828316 828304 828302 828301
[2913] 828290 828285 828279 828274 828265 828263 828252 828244
[2921] 828241 828240 828239 828238 828236 828230 828229 828223
[2929] 828222 828219 828213 828209 828205 828189 828183 828181
[2937] 828174 828173 828171 828169 828162 828160 828159 828153
[2945] 828148 828147 828143 828140 828120 828116 828103 828100
[2953] 828097 828096 828080 828079 828049 828045 828035 828032
[2961] 828029 828020 828019 828016 828011 828004 827996 827991
[2969] 827984 827967 827965 827948 827947 827940 827934 827933
[2977] 827932 827930 827927 827925 827923 827922 827921 827914
[2985] 827908 827903 827877 827876 827869 827868 827867 827864
[2993] 827856 827854 827853 827843 827842 827839 827837 827835
[3001] 827833 827832 827830 827823 827788 827786 827778 827774
[3009] 827760 827759 827744 827743 827740 827728 827727 827715
[3017] 827696 827682 827676 827660 827659 827657 827656 827651
[3025] 827650 827642 827640 827637 827632 827630 827612 827609
[3033] 827605 827601 827598 827591 827588 827584 827580 827568
[3041] 827566 827564 827553 827550 827546 827531 827522 827516
[3049] 827513 827512 827503 827498 827495 827490 827488 827482
[3057] 827481 827480 827479 827474 827471 827468 827467 827458
[3065] 827457 827451 827450 827443 827438 827430 827418 827417
[3073] 827413 827412 827397 827395 827392 827379 827368 827358
[3081] 827341 827339 827337 827333 827328 827311 827305 827303
[3089] 827301 827298 827277 827274 827271 827261 827240 827239
[3097] 827233 827230 827227 827223 827218 827210 827186 827185
[3105] 827179 827177 827174 827173 827156 827154 827149 827144
[3113] 827142 827135 827132 827131 827127 827125 827123 827122
[3121] 827120 827118 827108 827106 827103 827102 827101 827098
[3129] 827096 827095 827086 827077 827075 827071 827061 827057
[3137] 827055 827054 827051 827049 827043 827041 827040 827035
[3145] 827027 827018 827014 827011 827001 826998 826992 826990
[3153] 826989 826984 826975 826972 826968 826966 826956 826935
[3161] 826931 826914 826910 826909 826903 826900 826892 826891
[3169] 826889 826885 826875 826874 826870 826859 826858 826851
[3177] 826848 826841 826840 826839 826833 826814 826812 826811
[3185] 826810 826805 826784 826779 826769 826763 826757 826751
[3193] 826750 826734 826728 826724 826714 826707 826702 826675
[3201] 826673 826651 826626 826622 826607 826606 826602 826597
[3209] 826596 826594 826580 826570 826559 826558 826551 826550
[3217] 826541 826539 826535 826534 826530 826517 826497 826483
[3225] 826481 826480 826479 826476 826468 826458 826452 826438
[3233] 826435 826420 826407 826391 826386 826367 826304 826301
[3241] 826213 826171 826148 826093 825905 825902 825896 825893
[3249] 825887 825881 825869 825867 825866 825838 825831 825828
[3257] 825823 825820 825818 825811 825809 825807 825797 825777
[3265] 825776 825775 825756 825755 825754 825753 825736 825716
[3273] 825655 825654 825653 825650 825648 825532 825530 825528
[3281] 825527 825525 825524 825523 825521 825517 825516 825512
[3289] 825505 825502 825500 825495 825494 825493 825492 825491
[3297] 825489 825488 825487 825473 825470 825468 825466 825463
[3305] 825461 825458 825452 825450 825449 825444 825443 825440
[3313] 825430 825427 825414 825412 825403 825402 825397 825395
[3321] 825384 825379 825376 825371 825368 825359 825358 825356
[3329] 825353 825352 825351 825344 825338 825332 825330 825329
[3337] 825328 825327 825326 825320 825317 825314 825298 825287
[3345] 825286 825285 825279 825277 825259 825257 825255 825253
[3353] 825246 825245 825243 825239 825235 825234 825233 825231
[3361] 825224 825210 825206 825203 825192 825191 825178 825173
[3369] 825169 825167 825165 825162 825150 825146 825134 825133
[3377] 825124 825117 825116 825111 825107 825098 825097 825079
[3385] 825074 825073 825070 825068 825066 825054 825053 825034
[3393] 825031 825025 825015 824986 824985 824981 824980 824979
[3401] 824972 824970 824955 824930 824923 824906 824890 824886
[3409] 824885 824876 824873 824872 824871 824865 824864 824863
[3417] 824861 824860 824858 824857 824841 824832 824812 824811
[3425] 824810 824804 824800 824790 824785 824779 824778 824777
[3433] 824776 824775 824770 824765 824760 824751 824749 824746
[3441] 824742 824740 824739 824729 824721 824718 824707 824706
[3449] 824702 824701 824699 824691 824679 824670 824669 824666
[3457] 824657 824655 824654 824650 824649 824644 824641 824637
[3465] 824634 824632 824631 824630 824625 824621 824613 824604
[3473] 824603 824599 824597 824593 824592 824589 824588 824578
[3481] 824576 824572 824568 824566 824564 824562 824559 824557
[3489] 824552 824547 824543 824542 824539 824538 824537 824529
[3497] 824525 824521 824514 824506 824502 824500 824499 824495
[3505] 824491 824484 824479 824475 824466 824462 824460 824459
[3513] 824457 824454 824451 824450 824441 824422 824420 824414
[3521] 824403 824402 824394 824393 824390 824385 824383 824379
[3529] 824376 824375 824368 824358 824348 824345 824342 824337
[3537] 824330 824323 824311 824309 824305 824300 824292 824280
[3545] 824276 824269 824261 824260 824259 824256 824253 824250
[3553] 824246 824234 824230 824229 824226 824217 824209 824208
[3561] 824198 824186 824173 824172 824170 824162 824156 824154
[3569] 824150 824146 824137 824130 824129 824122 824118 824115
[3577] 824112 824109 824090 824087 824086 824078 824075 824068
[3585] 824060 824058 824051 824049 824048 824047 824043 824042
[3593] 824037 824034 824033 824029 824027 824021 824019 824015
[3601] 824009 824006 824003 824002 824001 823993 823987 823986
[3609] 823984 823976 823975 823970 823966 823960 823959 823955
[3617] 823954 823948 823942 823936 823935 823929 823924 823923
[3625] 823919 823916 823914 823901 823899 823893 823892 823890
[3633] 823884 823865 823859 823851 823850 823849 823847 823831
[3641] 823827 823817 823814 823812 823811 823808 823804 823767
[3649] 823765 823756 823753 823749 823741 823732 823726 823721
[3657] 823707 823703 823681 823664 823659 823634 823623 823602
[3665] 823587 823557 823556 823537 823531 823523 823508 823490
[3673] 823481 823398 823396 823316 823287 823286 823150 823067
[3681] 822740 822623 822601 822596 822590 822586 822570 822543
[3689] 822525 822524 822519 822506 822476 822475 822457 822455
[3697] 822437 822432 822427 822407 822406 822405 822403 822397
[3705] 822396 822392 822391 822357 822349 822345 822343 822338
[3713] 822335 822331 822330 822329 822327 822324 822318 822317
[3721] 822310 822306 822283 822259 822256 822244 822237 822236
[3729] 822235 822234 822232 822204 822203 822199 822195 822189
[3737] 822181 822171 822168 822167 822160 822159 822157 822144
[3745] 822143 822141 822139 822136 822105 822102 822101 822098
[3753] 822084 822078 822075 822071 822069 822059 822055 822052
[3761] 822045 822040 822033 822032 822001 821977 821972 821970
[3769] 821967 821966 821965 821964 821963 821951 821947 821944
[3777] 821930 821915 821913 821911 821908 821884 821881 821879
[3785] 821876 821870 821868 821862 821860 821852 821850 821849
[3793] 821847 821845 821840 821834 821819 821816 821810 821783
[3801] 821781 821779 821741 821736 821729 821718 821712 821709
[3809] 821684 821681 821680 821673 821672 821668 821666 821663
[3817] 821657 821642 821641 821640 821626 821625 821611 821610
[3825] 821604 821603 821600 821596 821594 821589 821587 821586
[3833] 821584 821577 821576 821575 821567 821556 821553 821552
[3841] 821546 821543 821541 821536 821534 821533 821519 821518
[3849] 821514 821509 821508 821501 821496 821494 821490 821485
[3857] 821482 821476 821469 821463 821458 821457 821456 821453
[3865] 821452 821451 821439 821437 821430 821426 821424 821422
[3873] 821420 821418 821415 821408 821404 821399 821395 821394
[3881] 821383 821380 821368 821366 821348 821347 821346 821342
[3889] 821336 821334 821333 821332 821329 821324 821313 821312
[3897] 821310 821307 821305 821299 821297 821293 821292 821288
[3905] 821287 821282 821277 821276 821265 821260 821259 821244
[3913] 821242 821233 821229 821224 821223 821221 821214 821207
[3921] 821206 821205 821203 821195 821192 821191 821190 821186
[3929] 821181 821176 821170 821163 821159 821153 821147 821143
[3937] 821139 821137 821136 821134 821127 821123 821121 821117
[3945] 821116 821115 821111 821110 821097 821096 821084 821082
[3953] 821079 821078 821077 821074 821072 821056 821055 821054
[3961] 821051 821050 821043 821028 821025 821012 820999 820993
[3969] 820989 820980 820979 820974 820967 820961 820951 820950
[3977] 820946 820942 820938 820936 820932 820924 820921 820914
[3985] 820907 820896 820895 820890 820884 820883 820882 820876
[3993] 820875 820873 820872 820871 820870 820864 820862 820859
[4001] 820845 820839 820828 820825 820812 820809 820790 820787
[4009] 820779 820778 820777 820775 820773 820772 820770 820750
[4017] 820746 820745 820740 820734 820732 820727 820724 820723
[4025] 820722 820718 820693 820681 820679 820668 820665 820664
[4033] 820660 820658 820657 820656 820653 820651 820647 820640
[4041] 820639 820638 820636 820634 820632 820630 820629 820628
[4049] 820625 820622 820616 820614 820612 820601 820600 820589
[4057] 820584 820583 820582 820577 820568 820551 820549 820546
[4065] 820536 820532 820522 820517 820515 820513 820510 820508
[4073] 820500 820495 820492 820491 820478 820464 820461 820450
[4081] 820447 820443 820442 820441 820440 820437 820435 820432
[4089] 820431 820427 820419 820414 820406 820395 820387 820385
[4097] 820384 820382 820363 820356 820351 820348 820335 820325
[4105] 820323 820322 820320 820319 820297 820292 820291 820290
[4113] 820288 820282 820274 820273 820267 820265 820263 820257
[4121] 820251 820241 820239 820238 820236 820235 820231 820220
[4129] 820216 820213 820208 820202 820201 820198 820197 820189
[4137] 820179 820170 820166 820158 820144 820142 820140 820136
[4145] 820132 820128 820123 820114 820107 820082 820077 820074
[4153] 820069 820060 820052 820043 820041 820036 820025 820018
[4161] 820006 819999 819992 819990 819978 819971 819967 819965
[4169] 819959 819956 819954 819952 819945 819943 819938 819936
[4177] 819931 819930 819927 819925 819924 819908 819903 819902
[4185] 819899 819896 819889 819880 819878 819862 819859 819858
[4193] 819847 819845 819838 819834 819826 819820 819817 819807
[4201] 819790 819787 819786 819783 819779 819778 819775 819774
[4209] 819770 819760 819758 819757 819749 819744 819743 819740
[4217] 819739 819725 819720 819718 819717 819713 819708 819705
[4225] 819702 819687 819686 819682 819676 819671 819665 819664
[4233] 819662 819661 819654 819651 819648 819645 819641 819639
[4241] 819633 819627 819614 819611 819593 819589 819581 819579
[4249] 819576 819566 819564 819563 819554 819552 819550 819549
[4257] 819424 819423 819419 819418 819408 819406 819405 819403
[4265] 819402 819401 819400 819397 819396 819387 819386 819383
[4273] 819377 819372 819364 819358 819353 819344 819343 819339
[4281] 819337 819336 819335 819330 819322 819321 819311 819307
[4289] 819302 819300 819295 819294 819289 819283 819281 819278
[4297] 819277 819276 819273 819271 819264 819247 819240 819236
[4305] 819230 819219 819217 819215 819205 819199 819198 819195
[4313] 819193 819191 819190 819185 819181 819172 819171 819164
[4321] 819155 819152 819146 819143 819135 819128 819127 819126
[4329] 819123 819122 819117 819114 819112 819106 819100 819099
[4337] 819097 819092 819082 819076 819073 819069 819061 819059
[4345] 819053 819051 819048 819042 819026 819022 819021 819016
[4353] 819012 819010 819004 819002 818996 818982 818978 818972
[4361] 818970 818951 818943 818937 818936 818918 818915 818914
[4369] 818912 818910 818909 818905 818903 818892 818888 818887
[4377] 818874 818868 818859 818857 818854 818853 818852 818841
[4385] 818839 818831 818827 818821 818820 818816 818812 818807
[4393] 818802 818799 818798 818790 818788 818782 818781 818775
[4401] 818771 818768 818766 818754 818752 818751 818750 818747
[4409] 818740 818733 818732 818723 818715 818712 818697 818682
[4417] 818680 818678 818664 818660 818659 818658 818657 818656
[4425] 818650 818649 818644 818642 818633 818610 818606 818604
[4433] 818596 818595 818591 818580 818577 818575 818570 818561
[4441] 818559 818557 818556 818542 818540 818532 818525 818516
[4449] 818514 818511 818504 818503 818500 818494 818488 818487
[4457] 818481 818472 818463 818458 818457 818454 818452 818447
[4465] 818445 818444 818438 818437 818436 818430 818427 818422
[4473] 818410 818394 818392 818391 818390 818383 818382 818381
[4481] 818380 818379 818362 818356 818349 818341 818339 818336
[4489] 818335 818332 818324 818322 818317 818314 818310 818303
[4497] 818302 818300 818299 818298 818281 818273 818270 818257
[4505] 818230 818224 818213 818212 818208 818203 818197 818195
[4513] 818178 818174 818173 818169 818161 818159 818153 818150
[4521] 818139 818138 818137 818134 818132 818131 818130 818120
[4529] 818118 818116 818115 818114 818107 818104 818102 818093
[4537] 818086 818083 818079 818071 818051 818049 818043 818037
[4545] 818036 818033 818029 818028 818027 818020 818015 818014
[4553] 818012 818010 818006 817978 817970 817962 817960 817959
[4561] 817956 817949 817947 817941 817938 817935 817933 817921
[4569] 817915 817912 817910 817905 817900 817896 817892 817888
[4577] 817886 817861 817856 817854 817847 817838 817832 817824
[4585] 817819 817818 817809 817805 817803 817800 817789 817788
[4593] 817786 817785 817784 817782 817776 817771 817770 817769
[4601] 817768 817767 817761 817747 817745 817741 817740 817716
[4609] 817711 817694 817692 817690 817683 817676 817675 817673
[4617] 817658 817656 817646 817642 817638 817630 817609 817607
[4625] 817606 817602 817600 817595 817593 817592 817589 817585
[4633] 817582 817570 817569 817562 817558 817552 817548 817547
[4641] 817539 817526 817523 817519 817518 817515 817513 817506
[4649] 817504 817499 817478 817461 817453 817444 817439 817437
[4657] 817436 817429 817423 817415 817411 817404 817403 817395
[4665] 817393 817386 817385 817382 817376 817372 817371 817365
[4673] 817361 817355 817351 817349 817344 817341 817340 817332
[4681] 817329 817328 817322 817306 817297 817294 817292 817278
[4689] 817272 817265 817262 817255 817252 817247 817246 817234
[4697] 817232 817231 817228 817225 817221 817217 817212 817207
[4705] 817206 817205 817200 817199 817196 817195 817192 817191
[4713] 817187 817173 817170 817166 817165 817163 817160 817154
[4721] 817148 817141 817134 817132 817131 817129 817128 817126
[4729] 817121 817112 817107 817096 817083 817067 817056 817055
[4737] 817052 817046 817044 817013 817000 816999 816985 816974
[4745] 816965 816956 816954 816953 816949 816946 816944 816943
[4753] 816940 816939 816936 816935 816928 816911 816908 816893
[4761] 816888 816887 816875 816874 816870 816863 816837 816832
[4769] 816831 816830 816829 816828 816823 816821 816815 816814
[4777] 816812 816808 816804 816798 816792 816787 816782 816781
[4785] 816780 816777 816772 816771 816765 816763 816762 816759
[4793] 816754 816753 816751 816748 816747 816744 816737 816733
[4801] 816724 816715 816708 816705 816703 816701 816700 816697
[4809] 816693 816686 816680 816677 816676 816675 816673 816667
[4817] 816666 816658 816657 816652 816649 816647 816642 816640
[4825] 816633 816632 816630 816624 816623 816618 816605 816598
[4833] 816596 816582 816581 816576 816556 816553 816550 816549
[4841] 816548 816546 816545 816543 816539 816538 816532 816530
[4849] 816525 816519 816505 816491 816486 816479 816475 816459
[4857] 816434 816416 816413 816405 816388 816386 816382 816380
[4865] 816377 816362 816355 816353 816346 816342 816334 816329
[4873] 816325 816317 816310 816300 816290 816289 816264 816253
[4881] 816251 816250 816245 816232 816229 816224 816206 816198
[4889] 816197 816186 816181 816179 816165 816164 816149 816142
[4897] 816137 816136 816134 816124 816092 816078 816055 816050
[4905] 816018 816017 816012 815998 815994 815980 815978 815977
[4913] 815974 815963 815940 815898 815890 815865 815850 815846
[4921] 815845 815842 815840 815415 815414 815304 815287 815275
[4929] 815261 815247 815211 815210 815177 815152 815135 815134
[4937] 815127 815120 815074 815069 815065 815064 815060 815055
[4945] 815035 815033 815029 815021 815013 815004 814999 814998
[4953] 814997 814995 814981 814979 814965 814962 814953 814898
[4961] 814896 814895 814891 814882 814878 814877 814868 814857
[4969] 814838 814835 814834 814827 814823 814817 814816 814810
[4977] 814808 814803 814779 814775 814754 814747 814744 814741
[4985] 814738 814735 814733 814729 814726 814724 814717 814714
[4993] 814713 814707 814703 814702 814701 814695 814691 814689
[5001] 814688 814686 814675 814670 814667 814663 814649 814645
[5009] 814644 814643 814641 814640 814637kegg_Hdown_list #5 [1] 28721172 28721166 28721130 28720205 28720146 28719435 28719424 28719406
[9] 28719402 28719309 28718697 28718362 28718327 28718318 28718283 28717514
[17] 28717376 28717267 28717252 28716239 10723110 10723096 7922426 7922386
[25] 7922354 7922308 6241286 6241227 6241165 6241018 6240993 6240858
[33] 6240759 5008312 5008300 5008183 5008177 5008146 5008019 5008013
[41] 5008005 5007993 5007978 5007965 5007942 5007884 5007874 5007852
[49] 5007837 5007825 5007704 5007694 5007686 5007676 5007658 3771487
[57] 3770591 3770575 3770570 3770404 3770374 3770303 3769880 3768908
[65] 3768804 3768790 3768785 3768574 3768521 3768499 3768391 3767658
[73] 3767593 3766682 3766642 2746201 2745995 2745963 2745841 2745833
[81] 2745823 2745747 2745737 2745725 2745724 2745715 2745712 2745591
[89] 2745578 2745572 2745563 844441 844435 844432 844431 844430
[97] 844425 844420 844417 844416 844415 844414 844410 844406
[105] 844401 844399 844395 844387 844382 844378 844377 844376
[113] 844375 844370 844367 844361 844351 844348 844347 844345
[121] 844343 844341 844340 844335 844334 844327 844326 844322
[129] 844318 844315 844314 844312 844309 844308 844306 844294
[137] 844293 844291 844288 844284 844282 844281 844280 844279
[145] 844273 844272 844268 844264 844261 844250 844245 844243
[153] 844241 844237 844236 844234 844231 844225 844224 844215
[161] 844213 844206 844205 844204 844202 844199 844197 844194
[169] 844192 844190 844187 844185 844182 844180 844179 844178
[177] 844173 844167 844160 844153 844148 844146 844144 844137
[185] 844136 844134 844129 844123 844117 844111 844110 844108
[193] 844106 844105 844104 844098 844094 844093 844085 844079
[201] 844069 844066 844057 844055 844050 844049 844047 844046
[209] 844042 844036 844030 844029 844024 844021 844020 844015
[217] 844014 844013 844007 844000 843989 843987 843982 843974
[225] 843973 843972 843968 843967 843966 843964 843963 843959
[233] 843952 843948 843945 843942 843941 843940 843938 843937
[241] 843934 843928 843923 843921 843917 843915 843911 843908
[249] 843905 843904 843903 843902 843900 843899 843897 843893
[257] 843890 843886 843875 843871 843870 843869 843862 843861
[265] 843850 843844 843836 843835 843831 843830 843829 843828
[273] 843827 843824 843816 843812 843811 843808 843806 843805
[281] 843804 843797 843793 843782 843780 843763 843758 843752
[289] 843749 843746 843744 843742 843737 843736 843733 843731
[297] 843728 843724 843719 843718 843711 843708 843702 843694
[305] 843693 843689 843687 843677 843668 843659 843651 843646
[313] 843641 843637 843634 843630 843628 843615 843614 843612
[321] 843607 843599 843595 843571 843569 843564 843563 843558
[329] 843550 843547 843546 843544 843535 843534 843532 843530
[337] 843529 843527 843521 843518 843513 843512 843510 843509
[345] 843505 843502 843499 843491 843468 843467 843454 843453
[353] 843449 843445 843442 843440 843433 843432 843428 843427
[361] 843420 843413 843412 843410 843408 843404 843397 843393
[369] 843384 843377 843373 843367 843359 843357 843356 843343
[377] 843342 843334 843333 843330 843325 843323 843321 843314
[385] 843298 843288 843271 843263 843261 843256 843254 843251
[393] 843247 843236 843224 843222 843219 843214 843213 843212
[401] 843207 843204 843202 843196 843195 843194 843189 843185
[409] 843183 843182 843181 843175 843166 843165 843155 843148
[417] 843146 843141 843139 843138 843134 843133 843130 843129
[425] 843128 843124 843123 843118 843117 843110 843109 843099
[433] 843096 843095 843094 843086 843074 843070 843068 843064
[441] 843063 843060 843058 843052 843048 843034 843031 843029
[449] 843028 843024 843016 843008 842999 842993 842992 842970
[457] 842961 842953 842951 842943 842940 842930 842928 842922
[465] 842908 842907 842903 842897 842894 842881 842876 842871
[473] 842869 842858 842855 842854 842853 842852 842841 842840
[481] 842839 842836 842833 842826 842807 842806 842804 842794
[489] 842792 842789 842785 842784 842780 842777 842776 842775
[497] 842773 842772 842770 842765 842760 842759 842752 842747
[505] 842744 842743 842741 842736 842727 842723 842719 842716
[513] 842700 842697 842683 842673 842672 842671 842666 842656
[521] 842655 842654 842653 842629 842620 842617 842616 842608
[529] 842604 842603 842602 842592 842579 842576 842573 842561
[537] 842556 842553 842547 842542 842541 842538 842536 842534
[545] 842529 842526 842523 842516 842511 842508 842507 842497
[553] 842496 842491 842482 842476 842458 842446 842414 842395
[561] 842394 842393 842391 842387 842386 842385 842382 842379
[569] 842375 842374 842373 842372 842371 842365 842360 842359
[577] 842356 842354 842350 842344 842341 842339 842317 842315
[585] 842312 842311 842294 842293 842291 842283 842278 842276
[593] 842269 842263 842261 842256 842255 842252 842248 842245
[601] 842242 842241 842216 842213 842205 842196 842193 842191
[609] 842189 842183 842175 842161 842157 842154 842142 842138
[617] 842111 842110 842103 842099 842098 842096 842086 842081
[625] 842079 842074 842073 842072 842071 842058 842056 842042
[633] 842039 842030 842016 842011 841999 841996 841995 841984
[641] 841978 841972 841970 841968 841960 841957 841937 841923
[649] 841922 841919 841910 841905 841900 841894 841893 841891
[657] 841883 841881 841880 841878 841876 841875 841868 841863
[665] 841861 841860 841858 841855 841853 841851 841850 841847
[673] 841843 841842 841830 841829 841812 841811 841810 841802
[681] 841794 841792 841787 841784 841778 841775 841766 841764
[689] 841763 841762 841757 841755 841753 841751 841750 841749
[697] 841748 841733 841726 841717 841709 841699 841683 841671
[705] 841670 841666 841665 841660 841659 841658 841654 841653
[713] 841652 841649 841647 841645 841637 841633 841622 841600
[721] 841599 841596 841595 841588 841584 841583 841582 841575
[729] 841569 841563 841559 841539 841534 841533 841532 841529
[737] 841528 841512 841511 841506 841493 841492 841489 841486
[745] 841473 841472 841471 841468 841465 841454 841450 841442
[753] 841433 841427 841425 841418 841414 841412 841411 841405
[761] 841401 841399 841395 841390 841387 841384 841380 841375
[769] 841373 841372 841367 841365 841363 841358 841357 841355
[777] 841347 841346 841345 841344 841343 841336 841324 841305
[785] 841301 841285 841284 841281 841276 841273 841269 841263
[793] 841258 841256 841255 841251 841244 841237 841236 841232
[801] 841229 841228 841223 841221 841214 841187 841186 841167
[809] 841164 841162 841156 841147 841144 841143 841140 841126
[817] 841124 841122 841121 841113 841110 841106 841099 841095
[825] 841092 841089 841080 841072 841057 841056 841033 841029
[833] 841014 841000 840987 840976 840953 840949 840939 840918
[841] 840916 840912 840895 840894 840860 840859 840851 840847
[849] 840799 840792 840582 840545 840539 840538 840521 840477
[857] 840472 840452 840440 840420 840415 840380 840349 840346
[865] 840339 840338 840336 840321 840314 840312 840304 840300
[873] 840297 840296 840295 840290 840274 840269 840259 840242
[881] 840237 840228 840218 840211 840208 840199 840194 840173
[889] 840169 840167 840149 840148 840147 840146 840144 840143
[897] 840141 840138 840135 840128 840126 840125 840123 840112
[905] 840108 840101 840100 840099 840098 840077 840076 840071
[913] 840069 840067 840063 840062 840060 840058 840056 840052
[921] 840047 840038 840034 840032 840031 840026 840023 840021
[929] 840020 840011 840007 840006 840001 839993 839990 839984
[937] 839967 839964 839963 839949 839943 839941 839937 839934
[945] 839933 839932 839928 839924 839918 839916 839908 839903
[953] 839901 839891 839880 839879 839871 839870 839869 839858
[961] 839853 839851 839844 839843 839836 839832 839828 839827
[969] 839826 839822 839821 839820 839819 839817 839816 839815
[977] 839814 839805 839800 839799 839791 839790 839789 839781
[985] 839767 839758 839753 839752 839742 839730 839729 839726
[993] 839723 839722 839718 839717 839714 839704 839698 839689
[1001] 839688 839684 839677 839669 839662 839658 839643 839637
[1009] 839634 839630 839626 839621 839608 839602 839601 839595
[1017] 839585 839577 839572 839571 839570 839569 839568 839565
[1025] 839564 839562 839560 839557 839555 839551 839550 839548
[1033] 839540 839536 839531 839520 839517 839511 839506 839505
[1041] 839502 839501 839497 839494 839493 839489 839475 839474
[1049] 839472 839467 839465 839463 839460 839455 839453 839450
[1057] 839449 839446 839436 839434 839433 839432 839424 839419
[1065] 839417 839413 839411 839410 839407 839405 839401 839398
[1073] 839397 839395 839394 839393 839389 839385 839384 839378
[1081] 839374 839371 839368 839362 839350 839345 839343 839330
[1089] 839329 839318 839314 839306 839301 839300 839297 839293
[1097] 839287 839286 839283 839276 839273 839267 839262 839257
[1105] 839255 839248 839244 839235 839233 839226 839224 839218
[1113] 839208 839203 839200 839197 839196 839179 839164 839160
[1121] 839158 839153 839146 839145 839144 839133 839131 839130
[1129] 839124 839113 839109 839108 839083 839081 839077 839070
[1137] 839066 839061 839057 839053 839047 839040 839038 839031
[1145] 839030 839024 839016 839014 839010 839009 838997 838993
[1153] 838991 838987 838984 838983 838957 838956 838948 838946
[1161] 838945 838935 838932 838927 838926 838917 838916 838914
[1169] 838908 838901 838895 838891 838889 838884 838880 838879
[1177] 838877 838876 838875 838871 838865 838861 838860 838855
[1185] 838845 838844 838843 838841 838838 838837 838833 838827
[1193] 838807 838801 838790 838777 838774 838771 838767 838765
[1201] 838762 838761 838755 838744 838737 838735 838711 838710
[1209] 838703 838692 838690 838687 838680 838677 838675 838674
[1217] 838666 838654 838650 838646 838632 838630 838625 838623
[1225] 838622 838621 838610 838609 838608 838606 838600 838598
[1233] 838593 838591 838590 838584 838583 838580 838579 838576
[1241] 838571 838570 838568 838565 838558 838554 838551 838550
[1249] 838545 838544 838537 838532 838528 838519 838518 838515
[1257] 838512 838500 838498 838495 838487 838476 838469 838468
[1265] 838465 838462 838455 838454 838453 838452 838450 838449
[1273] 838448 838447 838446 838445 838443 838440 838435 838431
[1281] 838430 838427 838421 838418 838417 838416 838406 838405
[1289] 838400 838398 838395 838388 838386 838384 838377 838372
[1297] 838371 838368 838367 838366 838363 838356 838354 838348
[1305] 838346 838342 838332 838331 838320 838318 838316 838312
[1313] 838306 838305 838297 838293 838292 838291 838290 838277
[1321] 838276 838263 838260 838259 838258 838257 838249 838245
[1329] 838243 838240 838226 838222 838216 838211 838210 838209
[1337] 838203 838202 838200 838196 838193 838188 838177 838176
[1345] 838174 838172 838171 838170 838168 838164 838163 838161
[1353] 838151 838140 838138 838135 838128 838127 838125 838120
[1361] 838109 838100 838092 838091 838086 838079 838073 838072
[1369] 838063 838057 838056 838055 838049 838048 838044 838039
[1377] 838037 838035 838034 838033 838028 838024 838020 838019
[1385] 838014 838006 838005 838000 837997 837995 837990 837989
[1393] 837981 837974 837972 837965 837964 837963 837960 837956
[1401] 837949 837945 837940 837939 837934 837933 837930 837928
[1409] 837921 837904 837895 837893 837888 837887 837885 837876
[1417] 837875 837867 837866 837863 837859 837848 837843 837836
[1425] 837833 837826 837825 837818 837815 837811 837805 837804
[1433] 837799 837797 837794 837789 837784 837778 837776 837775
[1441] 837761 837758 837757 837753 837740 837737 837734 837733
[1449] 837731 837730 837725 837719 837716 837712 837710 837704
[1457] 837701 837700 837698 837696 837690 837685 837684 837681
[1465] 837677 837675 837657 837654 837653 837649 837647 837639
[1473] 837637 837636 837634 837626 837619 837616 837614 837610
[1481] 837606 837603 837598 837597 837596 837593 837591 837586
[1489] 837584 837583 837579 837576 837575 837571 837562 837559
[1497] 837558 837556 837555 837550 837549 837542 837541 837538
[1505] 837530 837517 837516 837511 837510 837509 837507 837505
[1513] 837501 837498 837497 837494 837486 837483 837479 837470
[1521] 837466 837464 837457 837455 837454 837452 837451 837448
[1529] 837440 837433 837432 837431 837426 837423 837418 837417
[1537] 837410 837409 837407 837403 837398 837391 837388 837386
[1545] 837382 837378 837377 837376 837374 837370 837368 837366
[1553] 837362 837359 837358 837357 837356 837348 837341 837339
[1561] 837333 837332 837330 837325 837322 837316 837315 837312
[1569] 837311 837298 837293 837292 837291 837286 837284 837277
[1577] 837274 837271 837265 837254 837252 837249 837248 837247
[1585] 837243 837236 837234 837232 837231 837229 837221 837218
[1593] 837216 837214 837206 837205 837198 837196 837195 837193
[1601] 837190 837188 837178 837177 837161 837158 837157 837150
[1609] 837147 837133 837130 837128 837127 837117 837107 837104
[1617] 837100 837095 837093 837091 837064 837056 837048 837047
[1625] 837043 837040 837036 837031 837027 837024 836899 836897
[1633] 836893 836892 836889 836883 836877 836874 836867 836863
[1641] 836862 836861 836860 836853 836845 836844 836842 836841
[1649] 836826 836824 836822 836808 836807 836806 836801 836793
[1657] 836789 836779 836773 836772 836764 836751 836750 836743
[1665] 836742 836740 836737 836733 836725 836712 836710 836709
[1673] 836707 836706 836702 836701 836700 836699 836698 836693
[1681] 836690 836685 836680 836673 836667 836666 836664 836661
[1689] 836656 836652 836651 836647 836629 836628 836625 836619
[1697] 836617 836613 836609 836608 836603 836598 836591 836588
[1705] 836586 836585 836584 836583 836579 836561 836557 836555
[1713] 836554 836553 836551 836550 836545 836543 836535 836530
[1721] 836529 836528 836525 836523 836519 836516 836512 836509
[1729] 836506 836504 836501 836500 836498 836497 836496 836484
[1737] 836483 836481 836473 836472 836467 836466 836464 836463
[1745] 836461 836456 836451 836446 836437 836435 836431 836426
[1753] 836422 836418 836414 836412 836408 836406 836403 836400
[1761] 836393 836391 836390 836389 836388 836385 836376 836370
[1769] 836367 836365 836364 836357 836351 836350 836348 836343
[1777] 836337 836333 836330 836327 836324 836322 836321 836317
[1785] 836300 836298 836296 836281 836280 836279 836271 836269
[1793] 836267 836265 836263 836262 836256 836248 836244 836243
[1801] 836238 836236 836235 836234 836223 836221 836219 836218
[1809] 836217 836213 836210 836209 836208 836206 836188 836185
[1817] 836181 836175 836170 836161 836143 836142 836138 836109
[1825] 836107 836105 836104 836096 836093 836080 836063 836059
[1833] 836055 836053 836051 836050 836047 836043 836014 836013
[1841] 836007 835974 835972 835971 835969 835968 835960 835958
[1849] 835956 835955 835951 835949 835948 835945 835943 835942
[1857] 835941 835938 835937 835934 835931 835928 835926 835922
[1865] 835919 835918 835916 835914 835911 835904 835901 835898
[1873] 835897 835895 835893 835889 835886 835878 835875 835868
[1881] 835863 835862 835856 835853 835851 835849 835842 835841
[1889] 835840 835834 835825 835824 835823 835820 835819 835815
[1897] 835809 835808 835806 835796 835795 835792 835788 835780
[1905] 835772 835768 835767 835762 835761 835759 835750 835746
[1913] 835721 835714 835713 835708 835702 835701 835698 835697
[1921] 835677 835676 835668 835667 835665 835664 835652 835648
[1929] 835645 835643 835641 835633 835624 835622 835621 835618
[1937] 835616 835615 835614 835612 835607 835603 835600 835595
[1945] 835591 835589 835581 835579 835570 835567 835565 835549
[1953] 835546 835527 835519 835517 835515 835513 835508 835507
[1961] 835506 835504 835489 835475 835467 835466 835454 835440
[1969] 835438 835436 835435 835431 835429 835425 835424 835417
[1977] 835416 835415 835411 835409 835401 835398 835393 835388
[1985] 835387 835386 835379 835373 835371 835370 835369 835363
[1993] 835360 835355 835342 835340 835328 835320 835318 835313
[2001] 835308 835307 835305 835296 835288 835287 835286 835266
[2009] 835264 835257 835252 835249 835246 835244 835234 835229
[2017] 835228 835220 835219 835217 835215 835209 835208 835204
[2025] 835198 835188 835185 835183 835178 835177 835175 835169
[2033] 835168 835166 835165 835164 835161 835159 835154 835153
[2041] 835152 835150 835146 835144 835112 835111 835110 835107
[2049] 835105 835101 835098 835093 835090 835089 835088 835080
[2057] 835066 835065 835064 835062 835061 835057 835052 835046
[2065] 835044 835039 835036 835035 835028 835025 835016 835011
[2073] 835007 835006 834996 834990 834989 834983 834981 834975
[2081] 834962 834961 834960 834959 834952 834951 834949 834946
[2089] 834945 834934 834923 834920 834917 834908 834906 834905
[2097] 834902 834901 834889 834886 834883 834878 834876 834869
[2105] 834864 834861 834858 834844 834839 834838 834835 834831
[2113] 834829 834828 834821 834820 834815 834813 834811 834805
[2121] 834800 834792 834789 834784 834771 834765 834757 834756
[2129] 834724 834722 834719 834718 834713 834712 834706 834702
[2137] 834701 834700 834682 834677 834676 834671 834670 834666
[2145] 834664 834663 834658 834652 834642 834635 834634 834633
[2153] 834632 834623 834622 834617 834607 834575 834573 834572
[2161] 834569 834566 834562 834552 834543 834535 834523 834510
[2169] 834508 834500 834496 834494 834492 834486 834483 834482
[2177] 834478 834471 834467 834463 834459 834451 834449 834444
[2185] 834443 834442 834441 834439 834438 834436 834433 834430
[2193] 834428 834426 834422 834420 834417 834411 834410 834409
[2201] 834407 834406 834403 834398 834396 834395 834393 834390
[2209] 834387 834380 834376 834351 834347 834343 834330 834324
[2217] 834323 834320 834316 834313 834312 834307 834306 834301
[2225] 834300 834298 834291 834290 834288 834284 834273 834270
[2233] 834255 834246 834245 834236 834235 834229 834225 834224
[2241] 834218 834215 834213 834209 834208 834200 834197 834193
[2249] 834184 834167 834160 834154 834149 834139 834136 834125
[2257] 834124 834117 834109 834097 834088 834085 834083 834060
[2265] 834042 834036 834031 834028 834025 834014 834011 834005
[2273] 833995 833993 833982 833979 833976 833975 833972 833970
[2281] 833956 833951 833947 833946 833930 833928 833918 833917
[2289] 833894 833891 833876 833868 833856 833853 833850 833840
[2297] 833835 833830 833829 833828 833792 833791 833768 833763
[2305] 833750 833747 833746 833744 833741 833712 833693 833676
[2313] 833665 833664 833659 833656 833622 833614 833613 833608
[2321] 833590 833559 833552 833542 833540 833535 833534 833518
[2329] 833513 833507 833497 833476 833475 833470 833461 833308
[2337] 833300 833204 833138 832987 832968 832941 832914 832912
[2345] 832881 832878 832874 832872 832860 832848 832846 832844
[2353] 832840 832839 832838 832836 832834 832832 832831 832830
[2361] 832829 832826 832814 832804 832797 832795 832779 832773
[2369] 832768 832756 832749 832743 832740 832738 832736 832735
[2377] 832734 832726 832722 832713 832706 832705 832692 832690
[2385] 832687 832685 832669 832667 832652 832650 832638 832636
[2393] 832633 832620 832593 832590 832587 832586 832582 832581
[2401] 832580 832577 832563 832562 832549 832546 832542 832538
[2409] 832529 832523 832513 832509 832507 832505 832503 832500
[2417] 832498 832497 832495 832494 832482 832467 832463 832455
[2425] 832452 832451 832447 832445 832443 832439 832437 832432
[2433] 832431 832419 832418 832410 832408 832395 832394 832393
[2441] 832392 832391 832379 832376 832373 832371 832370 832368
[2449] 832366 832365 832359 832356 832352 832346 832343 832339
[2457] 832337 832327 832326 832311 832306 832305 832297 832289
[2465] 832287 832270 832268 832261 832260 832259 832253 832252
[2473] 832247 832245 832243 832242 832240 832235 832218 832217
[2481] 832208 832205 832197 832195 832194 832191 832186 832185
[2489] 832184 832181 832176 832171 832164 832158 832154 832151
[2497] 832149 832143 832141 832140 832136 832126 832124 832121
[2505] 832116 832113 832101 832098 832097 832094 832093 832086
[2513] 832082 832073 832067 832066 832065 832060 832059 832052
[2521] 832049 832048 832046 832042 832040 832038 832028 832018
[2529] 832014 832011 832004 831997 831994 831988 831987 831986
[2537] 831984 831978 831976 831975 831960 831959 831956 831948
[2545] 831947 831937 831929 831928 831925 831923 831919 831918
[2553] 831914 831910 831909 831908 831907 831905 831902 831890
[2561] 831889 831885 831882 831880 831874 831866 831858 831853
[2569] 831852 831847 831836 831832 831819 831817 831816 831813
[2577] 831810 831809 831806 831801 831799 831798 831793 831769
[2585] 831764 831762 831757 831748 831747 831743 831741 831736
[2593] 831734 831732 831725 831724 831717 831707 831694 831692
[2601] 831691 831690 831677 831670 831669 831668 831666 831660
[2609] 831657 831656 831655 831647 831645 831638 831635 831632
[2617] 831629 831628 831622 831621 831618 831612 831611 831610
[2625] 831606 831597 831596 831590 831587 831586 831581 831570
[2633] 831568 831565 831560 831546 831543 831542 831541 831534
[2641] 831533 831532 831525 831524 831522 831521 831518 831515
[2649] 831509 831505 831501 831500 831491 831490 831488 831487
[2657] 831486 831484 831477 831470 831462 831457 831454 831453
[2665] 831440 831437 831432 831430 831426 831412 831411 831407
[2673] 831406 831405 831404 831399 831393 831387 831383 831379
[2681] 831375 831373 831372 831369 831368 831367 831357 831354
[2689] 831349 831348 831347 831344 831340 831332 831330 831326
[2697] 831323 831318 831314 831313 831312 831310 831308 831297
[2705] 831282 831278 831276 831275 831270 831259 831258 831256
[2713] 831255 831253 831234 831231 831230 831225 831218 831216
[2721] 831214 831213 831207 831197 831195 831194 831188 831184
[2729] 831180 831171 831170 831168 831164 831155 831151 831145
[2737] 831143 831142 831141 831140 831124 831119 831118 831115
[2745] 831114 831111 831108 831104 831100 831098 831094 831093
[2753] 831090 831088 831087 831086 831081 831078 831068 831062
[2761] 831061 831053 831051 831043 831041 831031 831028 831023
[2769] 831021 831020 831019 831016 831010 831009 830999 830997
[2777] 830995 830985 830984 830976 830973 830971 830966 830961
[2785] 830958 830957 830946 830926 830919 830915 830913 830912
[2793] 830907 830904 830903 830900 830899 830897 830895 830891
[2801] 830889 830888 830884 830882 830881 830879 830865 830864
[2809] 830860 830859 830858 830857 830853 830847 830846 830842
[2817] 830837 830836 830834 830833 830828 830827 830825 830824
[2825] 830819 830818 830810 830805 830785 830781 830772 830771
[2833] 830766 830756 830755 830751 830746 830744 830740 830739
[2841] 830737 830735 830731 830730 830729 830724 830722 830719
[2849] 830713 830712 830711 830704 830702 830701 830699 830698
[2857] 830697 830696 830694 830693 830692 830691 830688 830684
[2865] 830677 830665 830664 830663 830662 830651 830637 830623
[2873] 830621 830618 830616 830615 830613 830609 830602 830600
[2881] 830598 830593 830591 830586 830578 830574 830572 830566
[2889] 830560 830559 830558 830556 830555 830549 830548 830543
[2897] 830533 830530 830529 830527 830522 830517 830515 830512
[2905] 830502 830501 830499 830498 830487 830485 830483 830480
[2913] 830479 830474 830473 830472 830471 830469 830466 830463
[2921] 830461 830458 830454 830453 830452 830446 830445 830442
[2929] 830441 830438 830430 830409 830399 830398 830392 830390
[2937] 830381 830376 830374 830369 830368 830361 830360 830359
[2945] 830355 830354 830345 830344 830339 830336 830332 830330
[2953] 830328 830326 830325 830324 830322 830315 830308 830307
[2961] 830303 830302 830301 830297 830294 830293 830292 830289
[2969] 830287 830284 830273 830269 830170 830165 830164 830159
[2977] 830153 830150 830147 830146 830139 830135 830126 830125
[2985] 830118 830117 830116 830108 830106 830105 830101 830096
[2993] 830094 830092 830090 830088 830078 830075 830067 830062
[3001] 830059 830052 830047 830041 830040 830039 830035 830032
[3009] 830029 830024 830019 830015 830014 830010 830006 830005
[3017] 830002 830001 830000 829997 829989 829985 829984 829981
[3025] 829978 829974 829972 829954 829953 829949 829948 829937
[3033] 829936 829935 829931 829930 829929 829922 829920 829919
[3041] 829914 829913 829911 829910 829909 829904 829902 829900
[3049] 829885 829882 829880 829874 829866 829858 829854 829848
[3057] 829845 829844 829843 829842 829825 829824 829822 829817
[3065] 829815 829811 829809 829806 829804 829800 829799 829793
[3073] 829792 829788 829785 829783 829782 829781 829775 829754
[3081] 829751 829750 829748 829747 829743 829741 829740 829737
[3089] 829734 829729 829726 829714 829706 829701 829699 829697
[3097] 829696 829695 829684 829682 829679 829678 829676 829668
[3105] 829662 829657 829656 829652 829650 829647 829642 829639
[3113] 829635 829631 829629 829628 829627 829625 829622 829619
[3121] 829618 829617 829614 829613 829612 829611 829610 829607
[3129] 829602 829600 829597 829596 829594 829587 829584 829579
[3137] 829577 829575 829574 829572 829571 829567 829564 829557
[3145] 829556 829555 829551 829550 829548 829547 829546 829544
[3153] 829532 829529 829518 829510 829509 829507 829506 829498
[3161] 829490 829489 829488 829484 829483 829481 829478 829477
[3169] 829471 829461 829460 829458 829457 829456 829448 829446
[3177] 829443 829438 829437 829435 829426 829425 829424 829421
[3185] 829420 829419 829414 829412 829409 829403 829401 829397
[3193] 829392 829387 829381 829376 829375 829369 829367 829366
[3201] 829364 829362 829361 829359 829351 829347 829337 829335
[3209] 829332 829330 829329 829322 829318 829314 829313 829311
[3217] 829306 829301 829298 829295 829290 829289 829287 829286
[3225] 829283 829280 829276 829275 829267 829266 829256 829247
[3233] 829246 829245 829244 829240 829232 829231 829226 829223
[3241] 829220 829217 829216 829213 829210 829209 829206 829203
[3249] 829195 829194 829193 829192 829186 829185 829184 829181
[3257] 829176 829175 829171 829167 829164 829163 829160 829159
[3265] 829157 829156 829149 829145 829141 829139 829123 829119
[3273] 829117 829115 829114 829108 829105 829101 829093 829087
[3281] 829064 829062 829060 829054 829038 829037 829035 829034
[3289] 829029 829027 829026 829025 829022 829021 829016 829009
[3297] 828997 828996 828994 828993 828988 828984 828981 828978
[3305] 828977 828972 828968 828951 828947 828940 828939 828937
[3313] 828936 828934 828926 828923 828920 828918 828915 828912
[3321] 828909 828908 828907 828904 828893 828890 828886 828883
[3329] 828876 828871 828869 828868 828865 828861 828858 828853
[3337] 828851 828842 828840 828831 828826 828820 828817 828816
[3345] 828801 828797 828791 828783 828774 828770 828764 828762
[3353] 828760 828759 828758 828757 828747 828746 828736 828729
[3361] 828706 828705 828702 828697 828695 828690 828688 828683
[3369] 828681 828679 828677 828672 828657 828656 828654 828653
[3377] 828652 828651 828649 828645 828639 828635 828630 828629
[3385] 828627 828626 828615 828613 828611 828608 828598 828596
[3393] 828592 828587 828582 828580 828579 828576 828570 828569
[3401] 828568 828564 828558 828557 828556 828554 828553 828552
[3409] 828551 828548 828542 828541 828532 828531 828523 828519
[3417] 828513 828506 828498 828494 828491 828489 828486 828482
[3425] 828480 828479 828475 828471 828469 828466 828465 828463
[3433] 828462 828460 828450 828449 828443 828442 828440 828439
[3441] 828428 828409 828405 828401 828398 828392 828388 828387
[3449] 828385 828378 828374 828371 828363 828358 828353 828351
[3457] 828349 828329 828328 828326 828325 828324 828311 828304
[3465] 828303 828302 828301 828290 828289 828285 828274 828265
[3473] 828264 828263 828259 828254 828252 828236 828230 828229
[3481] 828223 828222 828219 828214 828213 828209 828206 828205
[3489] 828183 828181 828176 828174 828173 828171 828170 828169
[3497] 828167 828165 828163 828160 828159 828155 828154 828153
[3505] 828145 828140 828116 828105 828100 828080 828079 828077
[3513] 828060 828049 828045 828037 828035 828025 828024 828020
[3521] 828019 828016 828013 828005 828004 828000 827996 827991
[3529] 827989 827984 827980 827965 827959 827954 827949 827948
[3537] 827947 827941 827940 827933 827932 827930 827927 827923
[3545] 827922 827921 827917 827914 827908 827904 827903 827902
[3553] 827899 827893 827880 827877 827876 827869 827868 827867
[3561] 827864 827863 827856 827854 827853 827843 827842 827837
[3569] 827835 827832 827830 827792 827786 827774 827763 827760
[3577] 827759 827751 827747 827743 827728 827727 827715 827709
[3585] 827702 827696 827690 827682 827676 827660 827659 827657
[3593] 827656 827655 827651 827650 827642 827640 827632 827607
[3601] 827601 827599 827598 827591 827588 827584 827580 827568
[3609] 827564 827554 827553 827550 827535 827531 827527 827522
[3617] 827520 827514 827512 827510 827505 827503 827498 827495
[3625] 827490 827482 827480 827479 827474 827471 827468 827467
[3633] 827463 827458 827457 827451 827445 827443 827438 827430
[3641] 827419 827418 827417 827413 827412 827411 827407 827403
[3649] 827392 827389 827379 827375 827363 827357 827341 827339
[3657] 827338 827337 827336 827333 827328 827325 827323 827321
[3665] 827305 827303 827301 827299 827298 827277 827276 827274
[3673] 827261 827255 827247 827246 827245 827244 827243 827240
[3681] 827239 827230 827228 827223 827222 827219 827210 827177
[3689] 827159 827154 827149 827144 827142 827140 827135 827132
[3697] 827130 827127 827125 827123 827120 827118 827106 827103
[3705] 827102 827101 827098 827096 827095 827091 827089 827088
[3713] 827086 827078 827077 827075 827074 827071 827061 827057
[3721] 827055 827051 827049 827040 827035 827029 827027 827018
[3729] 827017 827014 827011 827001 826998 826992 826986 826984
[3737] 826975 826972 826968 826966 826965 826956 826935 826934
[3745] 826931 826918 826914 826910 826909 826903 826900 826892
[3753] 826890 826889 826885 826878 826875 826870 826859 826851
[3761] 826850 826848 826841 826840 826839 826819 826814 826812
[3769] 826811 826806 826805 826788 826784 826779 826769 826763
[3777] 826760 826750 826746 826738 826735 826734 826733 826731
[3785] 826728 826716 826715 826714 826712 826709 826707 826702
[3793] 826697 826690 826675 826665 826653 826649 826637 826626
[3801] 826623 826622 826607 826606 826602 826601 826598 826596
[3809] 826595 826594 826589 826585 826580 826570 826569 826564
[3817] 826559 826554 826551 826550 826539 826535 826534 826530
[3825] 826517 826515 826499 826497 826483 826481 826480 826476
[3833] 826470 826468 826458 826455 826452 826449 826438 826435
[3841] 826420 826413 826396 826391 826364 826304 826172 826171
[3849] 826148 826093 825905 825902 825896 825895 825893 825892
[3857] 825888 825867 825866 825856 825828 825825 825824 825823
[3865] 825821 825820 825818 825815 825814 825807 825797 825793
[3873] 825789 825755 825754 825753 825716 825654 825653 825648
[3881] 825532 825530 825529 825528 825524 825517 825516 825512
[3889] 825502 825501 825500 825495 825494 825493 825492 825491
[3897] 825490 825489 825488 825487 825486 825482 825473 825471
[3905] 825470 825468 825466 825463 825462 825461 825459 825450
[3913] 825444 825440 825427 825414 825412 825403 825398 825397
[3921] 825395 825386 825384 825379 825376 825375 825368 825361
[3929] 825358 825356 825353 825351 825347 825344 825342 825341
[3937] 825338 825336 825332 825330 825329 825328 825327 825326
[3945] 825322 825320 825317 825310 825307 825303 825298 825297
[3953] 825296 825287 825286 825285 825283 825277 825261 825260
[3961] 825255 825248 825246 825235 825234 825233 825231 825224
[3969] 825220 825210 825203 825195 825194 825192 825191 825173
[3977] 825169 825167 825165 825162 825160 825150 825134 825133
[3985] 825129 825124 825123 825117 825116 825111 825110 825107
[3993] 825105 825097 825079 825078 825074 825073 825068 825066
[4001] 825054 825048 825042 825039 825034 825031 825027 825020
[4009] 825019 825015 824981 824980 824979 824976 824972 824955
[4017] 824945 824941 824940 824937 824930 824923 824909 824908
[4025] 824906 824897 824886 824885 824875 824873 824872 824871
[4033] 824865 824864 824861 824858 824857 824853 824852 824847
[4041] 824841 824832 824831 824825 824811 824810 824804 824801
[4049] 824800 824790 824785 824781 824779 824778 824777 824775
[4057] 824773 824770 824768 824766 824760 824749 824746 824742
[4065] 824741 824739 824721 824718 824715 824714 824710 824706
[4073] 824703 824702 824701 824699 824698 824694 824691 824683
[4081] 824678 824670 824669 824666 824657 824655 824654 824651
[4089] 824649 824647 824644 824641 824637 824636 824634 824632
[4097] 824631 824625 824621 824619 824613 824604 824603 824599
[4105] 824597 824595 824593 824592 824589 824588 824585 824581
[4113] 824576 824572 824570 824566 824564 824562 824560 824559
[4121] 824557 824556 824555 824554 824552 824547 824542 824541
[4129] 824538 824537 824529 824521 824520 824514 824511 824510
[4137] 824509 824506 824502 824500 824495 824491 824479 824477
[4145] 824468 824462 824460 824459 824457 824455 824454 824452
[4153] 824450 824443 824441 824440 824438 824429 824425 824424
[4161] 824420 824418 824414 824407 824403 824402 824394 824393
[4169] 824391 824385 824383 824379 824372 824368 824358 824355
[4177] 824348 824346 824345 824343 824342 824340 824325 824323
[4185] 824311 824305 824300 824292 824276 824269 824267 824261
[4193] 824260 824259 824256 824253 824251 824246 824239 824238
[4201] 824234 824230 824229 824226 824223 824217 824209 824208
[4209] 824205 824198 824186 824173 824172 824170 824169 824156
[4217] 824153 824150 824149 824147 824146 824137 824134 824130
[4225] 824129 824121 824118 824109 824098 824090 824087 824086
[4233] 824083 824078 824075 824072 824070 824068 824062 824060
[4241] 824058 824054 824048 824047 824042 824036 824035 824034
[4249] 824033 824029 824027 824021 824020 824019 824015 824009
[4257] 824005 824003 824001 823993 823991 823987 823986 823984
[4265] 823976 823972 823971 823970 823960 823959 823958 823955
[4273] 823953 823951 823936 823935 823924 823923 823919 823916
[4281] 823914 823904 823901 823899 823897 823891 823884 823882
[4289] 823871 823865 823852 823851 823850 823849 823848 823847
[4297] 823843 823831 823827 823817 823815 823814 823812 823811
[4305] 823808 823806 823793 823767 823765 823753 823749 823747
[4313] 823744 823743 823741 823732 823726 823721 823710 823706
[4321] 823705 823703 823701 823681 823664 823659 823650 823638
[4329] 823636 823634 823623 823605 823603 823594 823587 823584
[4337] 823578 823562 823559 823551 823546 823537 823531 823518
[4345] 823515 823490 823481 823405 823402 823399 823397 823316
[4353] 823287 823286 823281 823150 823067 822807 822735 822645
[4361] 822623 822596 822590 822586 822573 822570 822566 822557
[4369] 822543 822537 822532 822530 822525 822524 822519 822506
[4377] 822505 822503 822476 822475 822473 822455 822453 822444
[4385] 822437 822432 822431 822424 822418 822417 822416 822411
[4393] 822406 822405 822403 822402 822398 822397 822396 822392
[4401] 822391 822389 822380 822375 822367 822357 822352 822349
[4409] 822344 822343 822335 822331 822327 822324 822306 822296
[4417] 822292 822286 822283 822280 822277 822265 822259 822256
[4425] 822244 822242 822241 822237 822236 822235 822234 822205
[4433] 822204 822203 822199 822197 822195 822189 822188 822187
[4441] 822181 822180 822178 822168 822165 822164 822160 822159
[4449] 822157 822144 822143 822141 822139 822138 822136 822117
[4457] 822115 822112 822105 822102 822101 822098 822087 822086
[4465] 822085 822084 822081 822079 822078 822075 822062 822059
[4473] 822055 822053 822052 822045 822043 822035 822033 822032
[4481] 822024 822021 822006 822001 822000 821996 821982 821977
[4489] 821973 821972 821970 821967 821966 821965 821964 821963
[4497] 821960 821957 821955 821951 821950 821947 821944 821941
[4505] 821938 821930 821924 821922 821920 821915 821913 821911
[4513] 821907 821901 821899 821898 821884 821881 821879 821877
[4521] 821874 821873 821870 821868 821862 821860 821852 821850
[4529] 821849 821847 821845 821840 821831 821826 821816 821810
[4537] 821807 821802 821797 821787 821783 821781 821779 821742
[4545] 821741 821718 821712 821709 821705 821696 821689 821684
[4553] 821683 821681 821680 821673 821672 821668 821666 821663
[4561] 821657 821642 821641 821640 821636 821635 821611 821604
[4569] 821596 821594 821589 821584 821577 821576 821575 821573
[4577] 821567 821556 821555 821548 821546 821536 821533 821521
[4585] 821519 821518 821517 821515 821514 821509 821508 821504
[4593] 821501 821496 821494 821492 821490 821482 821476 821472
[4601] 821469 821463 821462 821458 821457 821456 821452 821451
[4609] 821447 821437 821432 821431 821430 821429 821426 821424
[4617] 821422 821420 821418 821415 821409 821408 821406 821405
[4625] 821404 821402 821399 821395 821394 821389 821383 821382
[4633] 821380 821379 821377 821368 821356 821352 821348 821347
[4641] 821346 821342 821339 821338 821336 821335 821334 821333
[4649] 821332 821329 821327 821324 821313 821310 821308 821307
[4657] 821305 821303 821299 821298 821293 821292 821288 821287
[4665] 821282 821277 821276 821268 821260 821252 821248 821237
[4673] 821232 821230 821229 821224 821223 821221 821215 821212
[4681] 821207 821206 821205 821203 821195 821191 821190 821187
[4689] 821186 821181 821176 821174 821159 821153 821148 821147
[4697] 821143 821139 821138 821137 821136 821134 821132 821131
[4705] 821130 821127 821123 821121 821120 821111 821097 821096
[4713] 821088 821084 821081 821079 821078 821077 821075 821058
[4721] 821056 821055 821053 821051 821050 821025 821012 821008
[4729] 821003 820999 820997 820993 820989 820980 820979 820974
[4737] 820967 820961 820951 820946 820944 820942 820938 820936
[4745] 820922 820921 820907 820900 820898 820896 820890 820887
[4753] 820884 820883 820882 820876 820875 820874 820873 820872
[4761] 820871 820870 820864 820862 820859 820855 820853 820850
[4769] 820846 820845 820842 820839 820831 820828 820827 820822
[4777] 820816 820812 820798 820793 820787 820785 820777 820775
[4785] 820773 820771 820770 820750 820746 820745 820743 820740
[4793] 820732 820730 820729 820727 820723 820722 820713 820700
[4801] 820693 820688 820681 820679 820668 820665 820664 820662
[4809] 820660 820658 820656 820655 820653 820649 820640 820639
[4817] 820638 820636 820635 820634 820632 820628 820621 820614
[4825] 820612 820609 820605 820587 820584 820583 820582 820581
[4833] 820577 820573 820572 820560 820555 820554 820551 820549
[4841] 820536 820532 820530 820529 820522 820517 820510 820508
[4849] 820507 820500 820492 820491 820490 820485 820484 820478
[4857] 820477 820474 820464 820463 820461 820457 820451 820448
[4865] 820443 820442 820441 820440 820437 820432 820428 820427
[4873] 820419 820417 820416 820414 820410 820407 820406 820405
[4881] 820391 820389 820387 820385 820383 820382 820367 820364
[4889] 820356 820348 820345 820342 820335 820327 820325 820324
[4897] 820323 820322 820320 820318 820296 820295 820288 820283
[4905] 820282 820275 820274 820267 820265 820263 820257 820255
[4913] 820251 820241 820239 820238 820236 820234 820231 820230
[4921] 820217 820216 820213 820199 820198 820197 820189 820188
[4929] 820185 820181 820179 820177 820172 820168 820166 820163
[4937] 820159 820158 820151 820149 820146 820145 820144 820140
[4945] 820136 820129 820128 820120 820114 820113 820107 820100
[4953] 820094 820093 820092 820088 820082 820077 820074 820069
[4961] 820063 820060 820048 820046 820043 820041 820036 820025
[4969] 820024 820010 820001 820000 819999 819994 819993 819992
[4977] 819990 819984 819979 819971 819966 819965 819959 819956
[4985] 819955 819954 819950 819943 819941 819938 819931 819929
[4993] 819924 819921 819911 819910 819908 819899 819897 819896
[5001] 819892 819889 819880 819878 819866 819864 819862 819859
[5009] 819858 819855 819853 819852 819851 819845 819840 819839
[5017] 819838 819837 819834 819826 819825 819820 819817 819815
[5025] 819814 819803 819796 819793 819790 819787 819786 819783
[5033] 819779 819778 819777 819775 819774 819773 819760 819758
[5041] 819757 819749 819744 819743 819740 819739 819738 819731
[5049] 819725 819722 819717 819713 819708 819705 819697 819686
[5057] 819682 819676 819674 819671 819666 819664 819661 819660
[5065] 819654 819652 819651 819648 819647 819645 819644 819639
[5073] 819634 819633 819619 819615 819611 819608 819605 819595
[5081] 819593 819589 819584 819581 819564 819563 819554 819550
[5089] 819549 819428 819424 819420 819419 819414 819410 819408
[5097] 819406 819405 819403 819402 819400 819398 819396 819390
[5105] 819388 819387 819383 819380 819378 819377 819375 819374
[5113] 819373 819372 819371 819369 819364 819362 819360 819358
[5121] 819353 819348 819339 819329 819323 819311 819307 819302
[5129] 819300 819295 819294 819284 819283 819282 819281 819278
[5137] 819277 819276 819264 819240 819236 819230 819225 819224
[5145] 819219 819217 819216 819210 819205 819198 819193 819191
[5153] 819185 819182 819181 819179 819174 819164 819157 819155
[5161] 819153 819146 819143 819135 819133 819132 819128 819127
[5169] 819126 819123 819122 819119 819117 819112 819108 819103
[5177] 819095 819092 819086 819083 819082 819079 819077 819073
[5185] 819070 819061 819059 819056 819051 819048 819042 819038
[5193] 819026 819022 819021 819018 819016 819012 819010 819004
[5201] 819003 818998 818996 818988 818985 818982 818978 818972
[5209] 818947 818944 818943 818942 818937 818936 818932 818930
[5217] 818918 818912 818909 818905 818903 818892 818888 818887
[5225] 818884 818880 818875 818874 818871 818870 818869 818867
[5233] 818862 818861 818859 818857 818854 818853 818852 818849
[5241] 818841 818839 818831 818821 818820 818816 818812 818807
[5249] 818799 818794 818790 818787 818781 818775 818773 818771
[5257] 818769 818766 818752 818746 818741 818733 818732 818723
[5265] 818712 818697 818691 818687 818685 818682 818680 818678
[5273] 818668 818665 818664 818662 818660 818659 818657 818656
[5281] 818654 818650 818649 818646 818644 818642 818634 818606
[5289] 818604 818599 818596 818595 818594 818584 818581 818580
[5297] 818577 818576 818575 818568 818566 818558 818557 818554
[5305] 818553 818542 818540 818533 818532 818531 818524 818522
[5313] 818521 818519 818518 818514 818511 818510 818504 818503
[5321] 818500 818488 818487 818472 818468 818463 818458 818457
[5329] 818456 818447 818445 818444 818438 818437 818436 818430
[5337] 818427 818416 818410 818402 818397 818392 818390 818385
[5345] 818383 818382 818381 818380 818379 818377 818362 818356
[5353] 818349 818341 818340 818339 818337 818336 818335 818332
[5361] 818324 818322 818315 818314 818310 818304 818299 818295
[5369] 818293 818285 818281 818278 818273 818270 818259 818253
[5377] 818234 818230 818224 818213 818212 818208 818197 818195
[5385] 818189 818188 818178 818173 818169 818161 818159 818153
[5393] 818152 818150 818148 818142 818139 818135 818131 818130
[5401] 818127 818118 818116 818115 818109 818107 818104 818101
[5409] 818100 818093 818091 818086 818081 818079 818077 818070
[5417] 818065 818051 818036 818033 818030 818029 818027 818020
[5425] 818014 818012 818011 818010 818006 818001 817978 817960
[5433] 817956 817954 817950 817949 817947 817941 817921 817919
[5441] 817915 817913 817912 817910 817905 817900 817896 817894
[5449] 817888 817860 817858 817857 817851 817847 817845 817838
[5457] 817837 817832 817831 817830 817824 817818 817809 817805
[5465] 817795 817793 817789 817788 817786 817782 817776 817771
[5473] 817770 817769 817766 817761 817756 817755 817747 817741
[5481] 817723 817721 817719 817696 817695 817694 817690 817688
[5489] 817684 817683 817673 817665 817659 817656 817649 817646
[5497] 817642 817638 817637 817636 817631 817630 817607 817606
[5505] 817603 817602 817600 817597 817593 817592 817589 817585
[5513] 817582 817570 817569 817568 817564 817559 817552 817548
[5521] 817523 817519 817518 817515 817514 817513 817506 817504
[5529] 817503 817502 817501 817499 817488 817478 817463 817461
[5537] 817453 817444 817442 817440 817439 817436 817429 817423
[5545] 817415 817412 817411 817404 817403 817400 817399 817395
[5553] 817386 817380 817372 817369 817365 817362 817361 817353
[5561] 817349 817344 817341 817340 817332 817331 817329 817318
[5569] 817317 817306 817299 817297 817294 817292 817291 817290
[5577] 817278 817272 817265 817263 817259 817255 817252 817247
[5585] 817246 817245 817241 817239 817234 817232 817231 817228
[5593] 817225 817224 817221 817217 817215 817212 817207 817205
[5601] 817200 817199 817196 817195 817192 817191 817187 817175
[5609] 817173 817170 817168 817165 817163 817159 817154 817148
[5617] 817145 817141 817131 817129 817128 817127 817126 817121
[5625] 817118 817096 817059 817056 817052 817049 817046 817044
[5633] 817032 817020 817016 817013 816999 816993 816985 816969
[5641] 816965 816962 816956 816954 816953 816949 816944 816943
[5649] 816940 816936 816935 816928 816925 816911 816905 816893
[5657] 816892 816888 816878 816874 816863 816850 816846 816845
[5665] 816837 816832 816831 816830 816829 816828 816822 816821
[5673] 816818 816812 816811 816808 816799 816798 816795 816792
[5681] 816787 816782 816781 816772 816765 816763 816762 816759
[5689] 816758 816754 816753 816751 816748 816736 816733 816724
[5697] 816715 816708 816705 816703 816697 816696 816693 816680
[5705] 816678 816677 816676 816675 816673 816672 816668 816667
[5713] 816666 816658 816657 816652 816650 816649 816647 816642
[5721] 816640 816633 816632 816627 816624 816623 816621 816619
[5729] 816605 816604 816598 816596 816585 816581 816580 816579
[5737] 816576 816575 816569 816564 816556 816549 816548 816547
[5745] 816546 816545 816543 816538 816533 816529 816525 816514
[5753] 816505 816495 816494 816492 816491 816488 816486 816479
[5761] 816478 816475 816466 816462 816459 816458 816448 816434
[5769] 816416 816413 816405 816399 816391 816389 816386 816377
[5777] 816366 816365 816355 816354 816353 816346 816345 816342
[5785] 816338 816334 816329 816325 816317 816314 816310 816307
[5793] 816298 816297 816291 816290 816287 816271 816264 816263
[5801] 816260 816257 816251 816247 816245 816243 816233 816232
[5809] 816230 816229 816228 816224 816220 816206 816198 816195
[5817] 816186 816181 816179 816178 816175 816164 816158 816147
[5825] 816142 816134 816124 816092 816085 816078 816055 816050
[5833] 816032 816018 816017 816012 815998 815994 815980 815979
[5841] 815978 815977 815974 815963 815962 815956 815898 815890
[5849] 815865 815850 815846 815842 815840 815823 815822 815664
[5857] 815566 815456 815415 815305 815304 815287 815275 815269
[5865] 815261 815247 815210 815157 815155 815152 815145 815135
[5873] 815134 815127 815111 815101 815093 815070 815064 815058
[5881] 815055 815035 815030 815029 815021 815013 814999 814997
[5889] 814995 814979 814978 814965 814962 814953 814937 814913
[5897] 814903 814898 814895 814891 814882 814878 814877 814873
[5905] 814868 814844 814838 814834 814827 814826 814823 814812
[5913] 814810 814808 814803 814786 814784 814779 814776 814775
[5921] 814754 814746 814744 814743 814741 814740 814738 814733
[5929] 814726 814722 814714 814713 814707 814703 814701 814698
[5937] 814695 814691 814688 814686 814676 814672 814670 814667
[5945] 814663 814662 814654 814652 814649 814648 814644 814641
[5953] 814640 814637kegg_HIMdown_list #6 [1] 28721288 28721277 28721172 28721130 28720712 28720146 28719406 28719309
[9] 28718697 28718327 28718283 28717391 28717376 28717277 28717267 28717252
[17] 7922426 7922308 6241227 6241165 6241019 6241018 6240993 6240759
[25] 6240315 6240283 5008301 5008300 5008298 5008204 5008200 5008183
[33] 5008022 5008019 5008013 5008005 5007997 5007993 5007961 5007942
[41] 5007884 5007837 5007704 5007658 3771487 3770591 3770575 3770374
[49] 3769880 3768908 3768790 3768785 3768574 3768499 3768391 3767664
[57] 3767658 3766682 3766642 2745988 2745963 2745881 2745833 2745823
[65] 2745747 2745743 2745715 2745591 844432 844430 844425 844422
[73] 844420 844417 844415 844414 844407 844395 844389 844388
[81] 844383 844378 844361 844347 844340 844335 844334 844333
[89] 844327 844322 844321 844314 844312 844308 844304 844301
[97] 844299 844298 844295 844281 844276 844274 844273 844268
[105] 844250 844245 844243 844241 844236 844229 844228 844223
[113] 844215 844202 844199 844197 844190 844173 844166 844165
[121] 844163 844153 844144 844135 844134 844129 844123 844117
[129] 844111 844107 844105 844095 844094 844092 844085 844082
[137] 844078 844067 844066 844055 844050 844049 844042 844030
[145] 844029 844025 844021 844020 844015 844014 843996 843987
[153] 843982 843977 843974 843973 843972 843967 843966 843963
[161] 843945 843942 843936 843934 843932 843923 843918 843917
[169] 843915 843908 843905 843903 843900 843894 843893 843886
[177] 843881 843877 843875 843874 843871 843870 843862 843861
[185] 843855 843845 843842 843841 843839 843836 843830 843828
[193] 843827 843812 843808 843806 843793 843777 843776 843775
[201] 843772 843760 843758 843750 843749 843746 843744 843737
[209] 843736 843733 843731 843719 843711 843677 843668 843656
[217] 843651 843644 843641 843637 843631 843630 843624 843623
[225] 843620 843615 843602 843595 843588 843584 843577 843575
[233] 843571 843563 843560 843557 843550 843532 843529 843527
[241] 843526 843520 843519 843512 843505 843499 843491 843482
[249] 843481 843477 843475 843468 843462 843453 843450 843445
[257] 843444 843440 843436 843432 843427 843420 843412 843407
[265] 843405 843404 843403 843398 843397 843395 843393 843389
[273] 843388 843373 843368 843361 843345 843342 843330 843323
[281] 843320 843314 843306 843305 843300 843298 843273 843254
[289] 843253 843247 843232 843219 843216 843208 843207 843204
[297] 843202 843196 843189 843186 843183 843182 843181 843166
[305] 843165 843161 843155 843149 843148 843141 843138 843129
[313] 843126 843124 843122 843121 843118 843117 843107 843106
[321] 843099 843095 843079 843076 843074 843071 843070 843068
[329] 843063 843043 843029 843028 843027 843015 843008 842992
[337] 842988 842985 842978 842961 842958 842951 842943 842938
[345] 842930 842928 842922 842909 842907 842905 842897 842894
[353] 842881 842871 842869 842865 842862 842861 842855 842852
[361] 842841 842840 842836 842833 842826 842812 842806 842798
[369] 842794 842789 842787 842785 842783 842782 842776 842775
[377] 842772 842771 842770 842765 842759 842754 842752 842744
[385] 842743 842736 842724 842720 842719 842710 842700 842655
[393] 842622 842616 842589 842581 842578 842576 842572 842569
[401] 842561 842547 842540 842538 842536 842534 842527 842523
[409] 842497 842492 842482 842466 842462 842453 842446 842441
[417] 842432 842418 842414 842411 842407 842405 842395 842394
[425] 842386 842385 842384 842382 842379 842378 842375 842360
[433] 842354 842350 842337 842315 842314 842294 842292 842291
[441] 842285 842283 842281 842278 842276 842275 842269 842267
[449] 842255 842254 842251 842205 842204 842196 842193 842177
[457] 842175 842161 842142 842131 842127 842110 842108 842097
[465] 842096 842079 842074 842068 842067 842065 842058 842057
[473] 842052 842048 842044 842043 842042 842039 842036 842016
[481] 842011 842010 842002 841996 841995 841984 841981 841978
[489] 841976 841970 841968 841957 841955 841954 841937 841922
[497] 841919 841910 841905 841900 841896 841893 841891 841883
[505] 841881 841878 841877 841868 841857 841854 841843 841842
[513] 841841 841838 841822 841810 841792 841787 841786 841778
[521] 841775 841765 841751 841750 841749 841733 841721 841717
[529] 841709 841699 841687 841670 841666 841660 841653 841652
[537] 841649 841637 841623 841595 841594 841593 841588 841584
[545] 841582 841581 841569 841559 841557 841533 841529 841517
[553] 841512 841472 841471 841470 841463 841458 841454 841450
[561] 841442 841427 841412 841411 841403 841401 841394 841391
[569] 841375 841372 841365 841363 841357 841355 841336 841327
[577] 841317 841307 841305 841284 841281 841270 841269 841258
[585] 841255 841251 841248 841244 841223 841221 841214 841206
[593] 841183 841164 841160 841144 841143 841140 841126 841113
[601] 841110 841099 841092 841057 841044 841033 841029 841013
[609] 841000 840971 840949 840939 840895 840894 840859 840851
[617] 840847 840799 840792 840545 840543 840538 840521 840493
[625] 840476 840472 840446 840438 840412 840381 840371 840358
[633] 840349 840346 840338 840326 840321 840320 840311 840303
[641] 840300 840297 840293 840267 840264 840263 840259 840250
[649] 840237 840233 840228 840208 840199 840194 840190 840181
[657] 840169 840149 840148 840147 840143 840141 840139 840133
[665] 840123 840113 840109 840100 840098 840078 840076 840069
[673] 840063 840062 840060 840047 840040 840032 840024 840023
[681] 840021 840016 840007 840001 839997 839967 839956 839945
[689] 839944 839934 839929 839928 839924 839921 839918 839916
[697] 839901 839891 839889 839883 839879 839878 839872 839870
[705] 839869 839864 839853 839851 839844 839843 839832 839828
[713] 839827 839822 839821 839820 839819 839814 839808 839804
[721] 839800 839799 839790 839781 839779 839767 839760 839740
[729] 839733 839730 839726 839723 839704 839691 839689 839688
[737] 839686 839684 839678 839677 839651 839643 839642 839641
[745] 839635 839634 839630 839621 839620 839602 839579 839576
[753] 839570 839569 839568 839566 839564 839560 839558 839557
[761] 839555 839551 839550 839540 839527 839515 839511 839505
[769] 839502 839500 839497 839495 839465 839463 839460 839449
[777] 839440 839436 839435 839434 839433 839431 839429 839420
[785] 839417 839411 839410 839407 839397 839396 839395 839392
[793] 839389 839384 839371 839364 839349 839335 839320 839317
[801] 839314 839309 839306 839303 839301 839297 839293 839280
[809] 839273 839268 839267 839265 839257 839255 839253 839248
[817] 839244 839235 839232 839226 839223 839203 839188 839185
[825] 839184 839183 839179 839160 839158 839156 839153 839135
[833] 839134 839133 839130 839125 839124 839112 839109 839083
[841] 839081 839070 839062 839061 839053 839032 839031 839030
[849] 839010 839001 838993 838991 838987 838984 838983 838956
[857] 838947 838946 838932 838927 838917 838916 838907 838896
[865] 838895 838893 838892 838891 838884 838883 838880 838879
[873] 838877 838875 838865 838845 838838 838833 838824 838792
[881] 838791 838780 838774 838765 838762 838759 838755 838744
[889] 838743 838735 838714 838713 838710 838692 838690 838684
[897] 838676 838674 838668 838666 838655 838647 838623 838622
[905] 838621 838614 838609 838608 838606 838604 838598 838580
[913] 838570 838568 838565 838562 838551 838544 838537 838532
[921] 838528 838510 838508 838498 838497 838495 838487 838478
[929] 838476 838470 838469 838455 838453 838452 838450 838449
[937] 838447 838445 838440 838435 838430 838420 838417 838405
[945] 838400 838398 838388 838387 838367 838354 838350 838346
[953] 838345 838342 838340 838334 838333 838332 838331 838324
[961] 838321 838320 838318 838301 838291 838289 838281 838277
[969] 838276 838261 838259 838245 838242 838223 838222 838221
[977] 838211 838210 838203 838200 838199 838196 838170 838168
[985] 838165 838164 838163 838151 838147 838125 838110 838109
[993] 838100 838095 838092 838091 838086 838079 838077 838063
[1001] 838057 838056 838048 838041 838037 838028 838023 838020
[1009] 837999 837997 837993 837989 837974 837958 837940 837930
[1017] 837928 837921 837895 837894 837892 837888 837885 837882
[1025] 837869 837851 837848 837845 837843 837833 837811 837804
[1033] 837797 837775 837773 837761 837758 837753 837747 837733
[1041] 837731 837730 837726 837725 837719 837710 837701 837698
[1049] 837696 837690 837681 837660 837653 837649 837647 837639
[1057] 837637 837635 837630 837629 837612 837610 837598 837588
[1065] 837584 837583 837579 837571 837568 837562 837560 837555
[1073] 837550 837549 837541 837538 837531 837530 837529 837528
[1081] 837516 837513 837511 837507 837506 837505 837501 837499
[1089] 837497 837486 837483 837482 837479 837464 837455 837452
[1097] 837448 837443 837440 837433 837432 837426 837423 837417
[1105] 837409 837407 837406 837404 837402 837393 837390 837388
[1113] 837384 837382 837378 837376 837368 837365 837362 837359
[1121] 837358 837357 837356 837350 837349 837348 837346 837341
[1129] 837339 837322 837316 837313 837306 837305 837304 837303
[1137] 837293 837289 837286 837280 837278 837277 837274 837267
[1145] 837265 837252 837246 837243 837235 837234 837229 837218
[1153] 837206 837197 837196 837195 837193 837189 837187 837181
[1161] 837180 837178 837177 837163 837161 837154 837151 837150
[1169] 837147 837140 837133 837130 837113 837106 837104 837100
[1177] 837099 837098 837095 837093 837092 837071 837069 837059
[1185] 837052 837040 837036 837028 837027 836897 836896 836893
[1193] 836892 836889 836887 836869 836867 836859 836845 836842
[1201] 836826 836825 836824 836819 836789 836778 836751 836750
[1209] 836745 836743 836740 836739 836733 836725 836724 836723
[1217] 836712 836707 836702 836701 836699 836693 836686 836685
[1225] 836676 836671 836666 836664 836661 836647 836628 836614
[1233] 836613 836612 836610 836608 836602 836598 836591 836583
[1241] 836578 836574 836565 836560 836557 836555 836550 836545
[1249] 836543 836535 836528 836526 836525 836523 836517 836516
[1257] 836505 836504 836500 836498 836497 836484 836475 836472
[1265] 836467 836466 836464 836459 836456 836452 836451 836435
[1273] 836431 836429 836428 836414 836412 836400 836391 836390
[1281] 836389 836385 836384 836381 836378 836376 836367 836364
[1289] 836351 836343 836337 836330 836317 836306 836300 836289
[1297] 836281 836280 836277 836267 836262 836260 836259 836244
[1305] 836243 836238 836234 836227 836219 836218 836216 836215
[1313] 836212 836206 836201 836200 836196 836188 836185 836168
[1321] 836163 836156 836142 836139 836138 836134 836111 836110
[1329] 836109 836107 836096 836093 836074 836062 836061 836020
[1337] 836003 835979 835973 835972 835969 835958 835955 835948
[1345] 835947 835945 835942 835939 835938 835937 835922 835916
[1353] 835910 835882 835878 835875 835872 835859 835856 835853
[1361] 835851 835849 835842 835841 835834 835823 835822 835808
[1369] 835806 835796 835789 835777 835772 835768 835761 835736
[1377] 835734 835726 835724 835717 835698 835697 835695 835681
[1385] 835679 835668 835667 835665 835664 835639 835624 835622
[1393] 835619 835615 835614 835612 835610 835609 835607 835598
[1401] 835595 835581 835570 835567 835565 835557 835554 835553
[1409] 835549 835539 835537 835532 835527 835526 835516 835515
[1417] 835514 835513 835507 835506 835467 835466 835464 835454
[1425] 835431 835429 835427 835425 835424 835418 835409 835401
[1433] 835392 835391 835379 835373 835367 835358 835355 835342
[1441] 835334 835323 835320 835308 835300 835269 835266 835264
[1449] 835248 835246 835245 835238 835231 835229 835220 835217
[1457] 835215 835208 835203 835186 835185 835178 835177 835165
[1465] 835164 835159 835154 835153 835152 835150 835146 835144
[1473] 835114 835112 835105 835101 835098 835085 835064 835056
[1481] 835046 835035 835029 835028 835027 835025 835024 835019
[1489] 835012 835011 835008 835007 834996 834990 834951 834945
[1497] 834943 834939 834934 834925 834906 834905 834901 834883
[1505] 834869 834864 834844 834842 834838 834833 834828 834821
[1513] 834820 834815 834813 834811 834808 834806 834805 834800
[1521] 834798 834784 834765 834758 834742 834736 834733 834724
[1529] 834722 834713 834712 834707 834702 834695 834690 834684
[1537] 834683 834666 834663 834661 834658 834652 834648 834646
[1545] 834642 834635 834633 834629 834624 834623 834622 834620
[1553] 834618 834617 834610 834607 834601 834591 834577 834574
[1561] 834571 834562 834561 834552 834550 834545 834543 834541
[1569] 834536 834535 834532 834517 834510 834503 834500 834496
[1577] 834494 834486 834485 834482 834478 834473 834470 834469
[1585] 834466 834465 834449 834443 834439 834438 834436 834434
[1593] 834433 834420 834415 834412 834409 834407 834398 834396
[1601] 834391 834390 834376 834370 834356 834351 834343 834330
[1609] 834320 834313 834307 834304 834300 834298 834288 834284
[1617] 834246 834245 834235 834229 834225 834224 834215 834213
[1625] 834208 834204 834200 834197 834184 834169 834160 834158
[1633] 834154 834139 834138 834136 834127 834125 834124 834117
[1641] 834109 834106 834103 834097 834094 834089 834078 834076
[1649] 834043 834042 834028 834021 834015 834014 834005 833982
[1657] 833976 833969 833968 833963 833956 833955 833953 833946
[1665] 833932 833930 833917 833914 833896 833879 833876 833868
[1673] 833853 833850 833841 833840 833830 833829 833828 833795
[1681] 833750 833747 833744 833729 833728 833727 833712 833711
[1689] 833693 833676 833659 833655 833614 833608 833590 833581
[1697] 833570 833544 833540 833535 833534 833518 833513 833507
[1705] 833502 833497 833475 833470 833308 833302 833204 833138
[1713] 832987 832968 832948 832941 832878 832872 832860 832848
[1721] 832844 832839 832838 832836 832834 832832 832829 832826
[1729] 832823 832820 832785 832773 832761 832756 832750 832740
[1737] 832734 832733 832726 832721 832720 832705 832693 832686
[1745] 832685 832660 832650 832647 832638 832636 832629 832620
[1753] 832596 832593 832590 832587 832586 832583 832577 832562
[1761] 832556 832555 832554 832550 832542 832538 832537 832530
[1769] 832529 832523 832521 832507 832505 832500 832480 832477
[1777] 832476 832455 832451 832447 832439 832437 832431 832428
[1785] 832419 832418 832410 832409 832404 832392 832383 832379
[1793] 832376 832372 832371 832368 832366 832365 832358 832352
[1801] 832340 832339 832320 832311 832306 832305 832295 832290
[1809] 832270 832263 832261 832260 832252 832250 832248 832247
[1817] 832243 832242 832240 832235 832224 832223 832218 832217
[1825] 832214 832206 832195 832191 832185 832183 832179 832171
[1833] 832170 832160 832158 832150 832149 832143 832141 832140
[1841] 832136 832131 832123 832121 832116 832113 832102 832093
[1849] 832088 832086 832085 832075 832060 832055 832052 832051
[1857] 832049 832048 832046 832042 832038 832034 832027 832011
[1865] 831997 831987 831984 831978 831976 831970 831961 831956
[1873] 831955 831949 831947 831946 831945 831941 831937 831930
[1881] 831926 831911 831910 831907 831902 831892 831889 831888
[1889] 831885 831880 831874 831870 831866 831863 831856 831855
[1897] 831854 831853 831851 831819 831817 831816 831813 831809
[1905] 831806 831799 831758 831747 831743 831724 831709 831707
[1913] 831700 831699 831694 831692 831691 831690 831688 831687
[1921] 831681 831675 831670 831669 831655 831645 831622 831618
[1929] 831611 831610 831597 831590 831588 831581 831565 831554
[1937] 831545 831541 831532 831529 831525 831521 831519 831518
[1945] 831508 831501 831500 831492 831491 831490 831488 831487
[1953] 831486 831484 831483 831477 831470 831465 831454 831453
[1961] 831440 831437 831432 831426 831419 831412 831407 831406
[1969] 831405 831402 831400 831397 831392 831379 831372 831368
[1977] 831367 831359 831357 831354 831347 831344 831340 831337
[1985] 831326 831323 831318 831312 831310 831305 831293 831285
[1993] 831282 831277 831276 831275 831259 831258 831256 831253
[2001] 831244 831243 831237 831234 831233 831231 831218 831216
[2009] 831213 831208 831202 831197 831195 831183 831180 831164
[2017] 831157 831155 831150 831143 831141 831118 831115 831112
[2025] 831108 831104 831100 831088 831087 831086 831078 831071
[2033] 831068 831066 831065 831062 831061 831058 831053 831046
[2041] 831044 831043 831041 831021 831020 831019 831016 830996
[2049] 830995 830991 830985 830976 830973 830971 830963 830961
[2057] 830951 830948 830946 830943 830916 830911 830909 830905
[2065] 830904 830903 830900 830899 830895 830891 830888 830882
[2073] 830881 830860 830859 830857 830853 830843 830837 830836
[2081] 830828 830825 830812 830811 830810 830800 830799 830794
[2089] 830790 830784 830782 830775 830771 830767 830764 830757
[2097] 830755 830746 830744 830739 830730 830725 830713 830712
[2105] 830711 830708 830706 830705 830701 830699 830698 830697
[2113] 830694 830692 830688 830677 830676 830651 830638 830637
[2121] 830626 830621 830618 830615 830600 830593 830591 830588
[2129] 830578 830574 830566 830556 830555 830549 830548 830546
[2137] 830541 830529 830527 830522 830520 830517 830515 830512
[2145] 830511 830499 830498 830487 830480 830474 830466 830463
[2153] 830458 830453 830452 830444 830440 830439 830437 830430
[2161] 830420 830416 830398 830375 830361 830359 830345 830344
[2169] 830336 830335 830333 830332 830328 830327 830325 830324
[2177] 830320 830311 830308 830305 830303 830302 830299 830297
[2185] 830293 830287 830165 830164 830162 830160 830153 830144
[2193] 830142 830139 830136 830135 830128 830126 830123 830117
[2201] 830096 830088 830078 830076 830075 830063 830060 830059
[2209] 830052 830047 830041 830040 830039 830032 830029 830024
[2217] 830017 830015 830009 830001 830000 829997 829993 829992
[2225] 829989 829984 829981 829972 829949 829948 829937 829929
[2233] 829922 829920 829919 829909 829902 829901 829900 829887
[2241] 829885 829883 829880 829874 829858 829854 829844 829843
[2249] 829841 829824 829822 829815 829809 829804 829800 829793
[2257] 829785 829779 829768 829765 829754 829750 829747 829743
[2265] 829737 829734 829733 829729 829727 829710 829709 829707
[2273] 829702 829701 829697 829675 829672 829662 829661 829654
[2281] 829652 829639 829631 829629 829628 829622 829620 829618
[2289] 829614 829612 829611 829607 829605 829596 829594 829589
[2297] 829587 829579 829574 829572 829567 829566 829557 829556
[2305] 829551 829548 829536 829532 829529 829518 829510 829507
[2313] 829506 829502 829495 829492 829481 829480 829479 829466
[2321] 829463 829461 829460 829458 829457 829456 829448 829446
[2329] 829442 829441 829440 829431 829425 829421 829418 829412
[2337] 829409 829406 829404 829401 829397 829390 829375 829369
[2345] 829367 829362 829359 829351 829337 829330 829329 829318
[2353] 829313 829308 829303 829301 829300 829298 829295 829283
[2361] 829282 829277 829276 829275 829266 829256 829251 829235
[2369] 829226 829218 829211 829203 829202 829185 829184 829163
[2377] 829159 829156 829152 829150 829145 829142 829141 829139
[2385] 829117 829112 829106 829101 829065 829064 829062 829060
[2393] 829059 829040 829035 829031 829029 829022 829021 829019
[2401] 828996 828993 828991 828984 828982 828981 828978 828968
[2409] 828964 828963 828953 828951 828945 828942 828939 828937
[2417] 828929 828926 828920 828918 828912 828904 828899 828886
[2425] 828883 828876 828875 828869 828861 828859 828854 828853
[2433] 828836 828831 828820 828817 828816 828805 828798 828797
[2441] 828791 828782 828777 828770 828764 828760 828747 828732
[2449] 828729 828726 828722 828720 828714 828713 828703 828700
[2457] 828697 828695 828694 828690 828688 828683 828681 828679
[2465] 828677 828669 828662 828659 828657 828654 828651 828639
[2473] 828629 828626 828615 828614 828613 828611 828608 828603
[2481] 828602 828599 828598 828592 828587 828579 828576 828571
[2489] 828570 828559 828556 828553 828551 828549 828529 828519
[2497] 828513 828512 828506 828498 828491 828486 828484 828482
[2505] 828480 828479 828475 828469 828464 828460 828450 828442
[2513] 828439 828426 828424 828414 828404 828388 828378 828374
[2521] 828371 828364 828358 828355 828353 828326 828324 828316
[2529] 828303 828302 828290 828289 828285 828273 828272 828268
[2537] 828265 828259 828254 828252 828239 828232 828231 828229
[2545] 828214 828213 828189 828183 828181 828176 828174 828167
[2553] 828163 828162 828155 828154 828145 828144 828140 828137
[2561] 828127 828105 828103 828100 828099 828097 828094 828093
[2569] 828091 828080 828079 828024 828023 828019 828005 828004
[2577] 828001 827997 827996 827991 827989 827959 827954 827952
[2585] 827949 827948 827947 827931 827927 827925 827921 827917
[2593] 827914 827904 827892 827891 827877 827857 827835 827833
[2601] 827788 827763 827757 827744 827740 827728 827727 827714
[2609] 827702 827690 827685 827683 827676 827656 827650 827634
[2617] 827632 827623 827612 827607 827594 827591 827588 827580
[2625] 827566 827554 827546 827539 827538 827535 827531 827520
[2633] 827514 827513 827512 827510 827503 827495 827479 827471
[2641] 827470 827467 827463 827457 827451 827445 827438 827418
[2649] 827413 827411 827407 827404 827403 827395 827389 827375
[2657] 827365 827357 827348 827339 827338 827325 827323 827321
[2665] 827319 827311 827305 827303 827301 827277 827261 827260
[2673] 827255 827247 827246 827245 827244 827243 827240 827239
[2681] 827233 827230 827228 827223 827222 827219 827218 827188
[2689] 827179 827173 827164 827159 827156 827149 827144 827140
[2697] 827134 827130 827127 827118 827114 827102 827101 827098
[2705] 827095 827093 827091 827090 827089 827088 827077 827076
[2713] 827074 827062 827051 827043 827040 827029 827024 827022
[2721] 827018 827017 827011 826986 826984 826975 826965 826940
[2729] 826935 826934 826931 826918 826910 826909 826900 826892
[2737] 826890 826889 826885 826878 826874 826870 826858 826853
[2745] 826851 826850 826848 826833 826821 826819 826816 826810
[2753] 826809 826792 826791 826757 826746 826738 826734 826731
[2761] 826730 826714 826712 826707 826695 826690 826680 826675
[2769] 826673 826651 826649 826642 826637 826630 826626 826623
[2777] 826622 826618 826606 826598 826597 826589 826569 826554
[2785] 826551 826539 826517 826515 826499 826489 826483 826480
[2793] 826468 826458 826456 826455 826447 826435 826391 826384
[2801] 826383 826368 826367 826364 826172 826093 825927 825905
[2809] 825895 825893 825892 825890 825888 825866 825856 825837
[2817] 825834 825830 825825 825821 825820 825818 825815 825809
[2825] 825807 825797 825785 825781 825779 825777 825736 825653
[2833] 825650 825648 825530 825528 825524 825521 825517 825516
[2841] 825505 825503 825502 825501 825494 825492 825491 825490
[2849] 825489 825486 825482 825476 825471 825470 825468 825459
[2857] 825458 825456 825452 825427 825415 825414 825398 825397
[2865] 825381 825376 825371 825361 825359 825347 825344 825342
[2873] 825336 825331 825330 825320 825314 825310 825303 825294
[2881] 825283 825260 825257 825248 825245 825243 825229 825224
[2889] 825221 825210 825203 825195 825192 825191 825189 825178
[2897] 825167 825162 825146 825139 825135 825134 825129 825123
[2905] 825110 825105 825098 825083 825070 825068 825054 825042
[2913] 825040 825039 825027 825024 825020 824981 824980 824979
[2921] 824976 824970 824956 824949 824943 824940 824937 824935
[2929] 824908 824900 824897 824893 824891 824876 824875 824864
[2937] 824863 824861 824858 824853 824847 824838 824832 824831
[2945] 824825 824812 824801 824799 824790 824781 824775 824768
[2953] 824758 824751 824746 824741 824729 824715 824714 824707
[2961] 824703 824702 824701 824699 824698 824695 824694 824693
[2969] 824692 824691 824683 824682 824666 824660 824655 824654
[2977] 824651 824650 824647 824641 824634 824632 824630 824625
[2985] 824621 824619 824613 824604 824599 824595 824590 824588
[2993] 824585 824578 824572 824570 824568 824562 824560 824557
[3001] 824556 824554 824552 824545 824542 824541 824539 824525
[3009] 824520 824518 824511 824510 824508 824487 824484 824479
[3017] 824475 824468 824466 824462 824459 824457 824455 824452
[3025] 824451 824443 824441 824438 824429 824425 824424 824422
[3033] 824407 824405 824403 824402 824396 824391 824390 824385
[3041] 824384 824379 824378 824376 824373 824372 824355 824353
[3049] 824349 824348 824346 824345 824341 824340 824330 824325
[3057] 824323 824313 824309 824306 824280 824276 824270 824269
[3065] 824265 824261 824246 824239 824238 824230 824223 824217
[3073] 824211 824208 824205 824172 824170 824168 824153 824148
[3081] 824147 824137 824134 824122 824109 824098 824087 824083
[3089] 824072 824068 824062 824054 824049 824047 824036 824035
[3097] 824034 824033 824030 824021 824019 824018 824006 823991
[3105] 823990 823972 823966 823960 823959 823958 823955 823954
[3113] 823951 823929 823927 823924 823919 823914 823901 823897
[3121] 823893 823892 823891 823882 823871 823865 823859 823849
[3129] 823847 823846 823843 823831 823830 823811 823809 823808
[3137] 823793 823767 823747 823744 823743 823741 823726 823717
[3145] 823710 823705 823703 823667 823659 823650 823639 823638
[3153] 823636 823623 823603 823602 823593 823584 823578 823562
[3161] 823560 823559 823557 823556 823551 823518 823515 823508
[3169] 823491 823481 823405 823399 823397 823396 823058 822807
[3177] 822767 822740 822677 822645 822601 822596 822593 822573
[3185] 822566 822557 822547 822530 822529 822525 822524 822505
[3193] 822476 822473 822427 822424 822418 822417 822407 822405
[3201] 822403 822402 822397 822396 822392 822391 822389 822388
[3209] 822375 822357 822352 822345 822344 822338 822335 822329
[3217] 822318 822317 822310 822296 822292 822286 822283 822277
[3225] 822242 822241 822240 822222 822219 822218 822204 822203
[3233] 822200 822189 822184 822181 822180 822178 822167 822164
[3241] 822160 822159 822157 822144 822139 822136 822127 822112
[3249] 822086 822085 822081 822075 822069 822062 822055 822053
[3257] 822043 822035 822033 822032 822021 822002 821982 821973
[3265] 821966 821965 821963 821961 821955 821951 821950 821946
[3273] 821938 821924 821922 821920 821913 821911 821908 821902
[3281] 821901 821899 821898 821893 821879 821877 821875 821865
[3289] 821863 821845 821832 821831 821826 821819 821818 821807
[3297] 821794 821791 821788 821787 821780 821736 821729 821705
[3305] 821696 821683 821681 821678 821667 821663 821657 821642
[3313] 821640 821634 821610 821604 821603 821597 821587 821584
[3321] 821573 821567 821548 821545 821539 821534 821521 821519
[3329] 821517 821515 821514 821508 821504 821496 821492 821485
[3337] 821482 821479 821472 821463 821461 821456 821453 821439
[3345] 821435 821432 821431 821429 821425 821424 821409 821408
[3353] 821405 821399 821382 821379 821378 821377 821373 821366
[3361] 821357 821356 821355 821354 821348 821343 821342 821339
[3369] 821338 821335 821327 821312 821308 821307 821303 821298
[3377] 821297 821292 821288 821277 821276 821265 821260 821251
[3385] 821250 821249 821245 821244 821233 821224 821215 821208
[3393] 821207 821206 821205 821198 821192 821174 821159 821148
[3401] 821143 821137 821134 821132 821131 821130 821127 821120
[3409] 821116 821114 821110 821088 821084 821083 821081 821075
[3417] 821074 821058 821048 821047 821043 821003 820999 820997
[3425] 820996 820993 820984 820980 820979 820975 820950 820932
[3433] 820924 820921 820914 820907 820900 820898 820895 820890
[3441] 820884 820874 820873 820871 820870 820869 820862 820859
[3449] 820853 820844 820842 820831 820828 820827 820825 820822
[3457] 820816 820793 820790 820787 820775 820771 820750 820743
[3465] 820730 820728 820722 820713 820700 820693 820688 820685
[3473] 820665 820664 820662 820660 820656 820655 820653 820649
[3481] 820647 820640 820639 820632 820630 820629 820628 820622
[3489] 820616 820615 820611 820600 820593 820587 820584 820583
[3497] 820582 820581 820573 820557 820555 820554 820548 820536
[3505] 820533 820530 820529 820507 820500 820498 820490 820484
[3513] 820478 820477 820474 820472 820465 820461 820457 820451
[3521] 820450 820441 820438 820436 820431 820429 820428 820417
[3529] 820416 820409 820406 820402 820391 820386 820385 820384
[3537] 820383 820381 820376 820370 820367 820364 820351 820350
[3545] 820342 820337 820335 820331 820327 820324 820323 820318
[3553] 820317 820313 820296 820295 820292 820288 820284 820283
[3561] 820282 820280 820275 820264 820263 820261 820257 820249
[3569] 820241 820235 820234 820231 820230 820217 820216 820214
[3577] 820209 820205 820202 820201 820199 820181 820170 820168
[3585] 820163 820162 820159 820146 820145 820144 820142 820140
[3593] 820132 820127 820120 820114 820113 820107 820100 820098
[3601] 820094 820093 820092 820083 820082 820077 820063 820052
[3609] 820048 820043 820041 820027 820024 820023 820018 820016
[3617] 820014 820010 820009 820002 820001 820000 819999 819994
[3625] 819984 819979 819961 819952 819950 819943 819942 819941
[3633] 819940 819929 819927 819924 819921 819908 819907 819899
[3641] 819897 819896 819892 819887 819870 819866 819862 819859
[3649] 819858 819855 819853 819852 819851 819840 819832 819828
[3657] 819827 819826 819825 819824 819817 819815 819814 819804
[3665] 819803 819799 819787 819781 819779 819775 819773 819767
[3673] 819757 819740 819738 819736 819732 819725 819722 819721
[3681] 819717 819715 819708 819707 819705 819702 819701 819697
[3689] 819682 819671 819664 819662 819660 819654 819652 819651
[3697] 819644 819641 819634 819632 819627 819621 819619 819615
[3705] 819614 819608 819605 819595 819584 819579 819576 819567
[3713] 819563 819561 819558 819552 819428 819426 819425 819423
[3721] 819419 819418 819414 819410 819406 819398 819397 819396
[3729] 819390 819386 819378 819376 819375 819374 819373 819372
[3737] 819371 819369 819365 819364 819358 819353 819352 819340
[3745] 819336 819334 819332 819330 819329 819326 819323 819320
[3753] 819309 819300 819295 819284 819282 819281 819277 819276
[3761] 819260 819253 819251 819247 819235 819230 819225 819219
[3769] 819217 819210 819205 819199 819193 819184 819182 819181
[3777] 819179 819174 819172 819171 819159 819155 819153 819146
[3785] 819129 819127 819126 819125 819119 819115 819114 819104
[3793] 819100 819099 819095 819093 819086 819083 819082 819079
[3801] 819073 819070 819056 819038 819037 819011 819010 819002
[3809] 818996 818994 818985 818959 818947 818942 818937 818930
[3817] 818918 818915 818912 818910 818909 818908 818905 818902
[3825] 818892 818887 818884 818880 818874 818870 818869 818868
[3833] 818862 818861 818859 818854 818849 818845 818841 818821
[3841] 818816 818807 818794 818788 818782 818773 818768 818766
[3849] 818762 818754 818750 818746 818733 818727 818723 818715
[3857] 818709 818708 818701 818697 818693 818686 818685 818684
[3865] 818678 818670 818668 818665 818662 818658 818656 818654
[3873] 818646 818644 818642 818626 818605 818599 818594 818591
[3881] 818581 818576 818575 818570 818568 818561 818559 818558
[3889] 818554 818553 818533 818532 818531 818524 818519 818511
[3897] 818506 818494 818491 818481 818472 818468 818463 818459
[3905] 818436 818435 818430 818429 818411 818408 818397 818392
[3913] 818391 818390 818385 818380 818374 818337 818323 818317
[3921] 818315 818314 818311 818310 818302 818299 818295 818294
[3929] 818293 818273 818270 818260 818258 818234 818230 818220
[3937] 818212 818204 818195 818189 818188 818178 818169 818168
[3945] 818161 818152 818150 818148 818137 818134 818128 818127
[3953] 818115 818109 818104 818100 818093 818077 818076 818071
[3961] 818070 818051 818049 818043 818034 818031 818030 818028
[3969] 818027 818015 818011 818006 817978 817975 817962 817960
[3977] 817959 817950 817947 817941 817940 817938 817935 817925
[3985] 817922 817919 817918 817916 817912 817910 817901 817900
[3993] 817896 817894 817888 817873 817858 817857 817851 817847
[4001] 817845 817837 817832 817831 817830 817818 817800 817795
[4009] 817793 817781 817780 817770 817769 817768 817767 817766
[4017] 817755 817746 817724 817723 817721 817719 817716 817695
[4025] 817688 817675 817672 817667 817659 817653 817649 817638
[4033] 817637 817631 817628 817625 817609 817606 817603 817597
[4041] 817592 817589 817576 817571 817570 817562 817559 817558
[4049] 817552 817504 817503 817502 817501 817490 817463 817461
[4057] 817444 817443 817440 817439 817438 817437 817436 817433
[4065] 817429 817426 817414 817412 817400 817399 817380 817376
[4073] 817369 817365 817362 817355 817353 817351 817341 817340
[4081] 817328 817318 817317 817299 817297 817291 817290 817272
[4089] 817263 817262 817259 817255 817252 817245 817241 817239
[4097] 817231 817230 817228 817225 817224 817215 817210 817206
[4105] 817205 817199 817196 817192 817191 817187 817175 817168
[4113] 817165 817154 817145 817143 817142 817127 817118 817109
[4121] 817107 817103 817097 817085 817067 817059 817055 817046
[4129] 817044 817039 817032 817016 817013 817000 816993 816988
[4137] 816974 816966 816965 816961 816943 816940 816936 816925
[4145] 816905 816893 816892 816878 816870 816867 816861 816859
[4153] 816849 816847 816846 816845 816837 816822 816821 816817
[4161] 816815 816799 816798 816795 816788 816773 816771 816765
[4169] 816751 816747 816737 816736 816703 816696 816694 816686
[4177] 816678 816672 816668 816663 816658 816652 816650 816627
[4185] 816623 816622 816618 816611 816606 816585 816581 816580
[4193] 816579 816578 816569 816564 816556 816553 816548 816547
[4201] 816545 816530 816514 816500 816495 816494 816493 816492
[4209] 816491 816490 816466 816462 816458 816448 816416 816415
[4217] 816413 816405 816391 816390 816389 816388 816381 816366
[4225] 816365 816355 816346 816338 816337 816329 816317 816316
[4233] 816314 816311 816310 816309 816307 816290 816289 816287
[4241] 816282 816271 816262 816260 816258 816257 816251 816249
[4249] 816248 816247 816243 816229 816227 816220 816209 816198
[4257] 816197 816196 816195 816186 816181 816178 816175 816171
[4265] 816158 816152 816149 816147 816141 816124 816103 816032
[4273] 816020 816018 816017 815998 815979 815978 815977 815963
[4281] 815956 815949 815943 815898 815865 815864 815862 815846
[4289] 815823 815664 815566 815456 815305 815304 815269 815261
[4297] 815247 815210 815209 815177 815159 815152 815145 815135
[4305] 815134 815120 815111 815101 815093 815086 815080 815070
[4313] 815065 815064 815058 815055 815033 815030 815013 815007
[4321] 815006 815004 814999 814996 814981 814978 814974 814962
[4329] 814938 814937 814929 814915 814913 814908 814903 814898
[4337] 814896 814888 814874 814873 814863 814857 814844 814835
[4345] 814826 814823 814817 814816 814786 814776 814775 814754
[4353] 814753 814747 814744 814743 814741 814738 814729 814725
[4361] 814724 814722 814717 814698 814696 814689 814676 814675
[4369] 814673 814670 814663 814662 814654 814652 814643ora_kegg <- enrichKEGG(gene = kegg_HIMdown_list,
organism = "ath",
keyType = "ncbi-geneid",
minGSSize = 10,
maxGSSize = 500,
pAdjustMethod = "BH",
qvalueCutoff = pad,
use_internal_data = FALSE) # force to latest KEGG db
eKEGG6 <- data.frame(ora_kegg)
#write.csv(eKEGG1, "./DerivedData/3_IMvH_HUP_KEGG.csv")
dotplot(ora_kegg, showCategory=10, font.size=10)
#ggsave("./SumData/3_KEGG_IMvH_Hup_LFC1p05.pdf",width=12, height =12)
mlist <- list(eKEGG4, eKEGG5, eKEGG6)
names(mlist) <- c("KEGG IM Down IMvUM", "KEGG H Down HvUM", "KEGG H Down HvIM")
mresult <- merge_result(mlist)
dotplot(mresult, showCategory=9, font.size=14)
ggsave("./SumData/3_KEGG_SUM_DOWN_LFC1p05.pdf",width=14, height =14)
# Simple dotplot
dotplot(ora_kegg,
color = "qvalue",
showCategory = 15,
x = "Count")+
ggtitle ("KEGG IM v H Up genes, LFC1 PVAL 0.05")
ggsave("./SumData/3_KEGG_IMvH_Hup.pdf",width=12, height =12) 
edox2 <- pairwise_termsim(genedata_tb_genes_list)Error: unable to find an inherited method for function ‘pairwise_termsim’ for signature ‘x = "numeric"’browseKEGG(ora_kegg, 'ath00330')
library("pathview")
ath00330 <- pathview(gene.data = x, pathway.id = "ath00330", species = "ath")Info: Getting gene ID data from KEGG...
Info: Done with data retrieval!
Info: Downloading xml files for ath00330, 1/1 pathways..
Info: Downloading png files for ath00330, 1/1 pathways..
Info: Working in directory /Users/lilicastillo/Desktop/Lab/Working_Projects/R_trapseq_2023
Info: Writing image file ath00330.pathview.pngviewPathway("E2F mediated regulation of DNA replication",
readable = TRUE,
foldChange = geneList)ora_IMdown_kegg <- enrichKEGG(gene = kegg_IMdown_list,
organism = "ath",
keyType = "ncbi-geneid",
minGSSize = 10,
maxGSSize = 500,
pAdjustMethod = "BH",
qvalueCutoff = pad,
use_internal_data = FALSE) # force to query latest KEGG db
eKEGG2 <- data.frame(ora_IMdown_kegg)
#write.csv(eKEGG2, "./DerivedData/3_KEGG_IMdown_IMvUMvH_v1.csv")
head(ora_IMdown_kegg)NA# Simple dotplot
dotplot(ora_IMdown_kegg,
color = "qvalue",
showCategory = 15,
x = "Count") +
ggtitle ("KEGG Down-Regulated genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_IMdown_IMvUMvH_v1.pdf",width=12, height =12)
#browseKEGG(ora_upH_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data = kegg_upH_list, pathway.id = "ath04626", species = "ath")
edox2<-pairwise_termsim(ora_IMdown_kegg)
p1<-treeplot(edox2)
p2<-treeplot(edox2, hclust_method="average")Warning in treeplot.enrichResult(x, ...) :
Use 'cluster.params = list(method = your_value)' instead of 'hclust_method'.
The hclust_method parameter will be removed in the next version.aplot::plot_list(p1,p2, tag_levels='A')
upsetplot(ora_IMdown_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).
ora_IMup_kegg <- enrichKEGG(gene = kegg_IMup_list,
organism = "ath",
keyType = "ncbi-geneid",
minGSSize = 10,
maxGSSize = 500,
pAdjustMethod = "BH",
qvalueCutoff = pad,
use_internal_data = FALSE) # force to query latest KEGG db
eKEGG3 <- data.frame(ora_IMup_kegg)
#write.csv(eKEGG2, "./DerivedData/3_IMUP_KEGG.csv")
head(ora_IMup_kegg)NA# Simple dotplot
dotplot(ora_IMup_kegg,
color = "qvalue",
showCategory = 15,
x = "Count") +
ggtitle ("KEGG IMvH H Up-Regulated genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_IMup_IMvUMvH_v1.pdf",width=12, height =12)
#browseKEGG(ora_upH_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data = kegg_upH_list, pathway.id = "ath04626", species = "ath")
edox2<-pairwise_termsim(ora_IMup_kegg)
p1<-treeplot(edox2)Error in stats::cutree(hc, nCluster) :
elements of 'k' must be between 1 and 2#ora with kegg data base. using enrichKEGG() is a shortcut for doing ORA using KEGG
ora_Hup_kegg <- enrichKEGG(gene = kegg_Hup_list,
organism = "ath",
keyType = "ncbi-geneid",
minGSSize = 10,
maxGSSize = 500,
pAdjustMethod = "BH",
qvalueCutoff = pad,
use_internal_data = FALSE) # force to query latest KEGG db
eKEGG4 <- data.frame(ora_Hup_kegg)
#write.csv(eKEGG3, "./DerivedData/3_HUP_KEGG.csv")
#mlist <- list(eKEGG1, eKEGG2)
#names(mlist) <- c("IM (up) -KEGG", "H (up) -KEGG")# Simple dotplot
dotplot(ora_Hup_kegg,
color = "qvalue",
showCategory = 10,
x="Count")+
ggtitle ("KEGG H Up-Regulated genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_Hup_IMvUMvH_v1.pdf",width=12, height =12)
#browseKEGG(ora_Hup_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data = kegg_upH_list, pathway.id = "ath04626", species = "ath")
edox2 <- pairwise_termsim(ora_Hup_kegg)
p1 <- treeplot(edox2)
p2 <- treeplot(edox2, hclust_method = "average")Warning in treeplot.enrichResult(x, ...) :
Use 'cluster.params = list(method = your_value)' instead of 'hclust_method'.
The hclust_method parameter will be removed in the next version.aplot::plot_list(p1, p2, tag_levels = 'A')
upsetplot(ora_Hup_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).
#ora with kegg data base. using enrichKEGG() is a shortcut for doing ORA using KEGG
ora_Hdown_kegg <- enrichKEGG(gene = kegg_Hdown_list,
organism = "ath",
keyType = "ncbi-geneid",
minGSSize = 10,
maxGSSize = 500,
pAdjustMethod = "BH",
qvalueCutoff = pad,
use_internal_data = FALSE) # force to query latest KEGG db
eKEGG5 <- data.frame(ora_Hdown_kegg)
#write.csv(eKEGG5, "./DerivedData/3_KEGG_HDWN_IMvUMvH_v1.csv")
head(ora_Hdown_kegg)NA# Simple dotplot
dotplot(ora_Hdown_kegg,
color = "qvalue",
showCategory = 10,
x="count",
# size = "Count"
)+
ggtitle ("KEGG H Down-Regulated genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_Hdown_IMvUMvH_v1.pdf",width=12, height =12)
#browseKEGG(ora_Hdown_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data = kegg_upH_list, pathway.id = "ath04626", species = "ath")
edox2 <- pairwise_termsim(ora_Hdown_kegg)
p1 <- treeplot(edox2)
p2 <- treeplot(edox2, hclust_method = "average")Warning in treeplot.enrichResult(x, ...) :
Use 'cluster.params = list(method = your_value)' instead of 'hclust_method'.
The hclust_method parameter will be removed in the next version.aplot::plot_list(p1, p2, tag_levels = 'A')
upsetplot(ora_Hdown_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).
mlist <- list(ora_IMup_kegg, ora_Hup_kegg, ora_IMdown_kegg, ora_Hdown_kegg)
names(mlist) <- c("KEGG IMvH H Up", "KEGG +UM H Up", "KEGG IMvH H Down", "KEGG +UM H Down")
mresult <- merge_result(mlist)
dotplot(mresult, showCategory=7, font.size=10)
#The dotplot shows the number of genes associated with the first 50 terms (size/show category) and the p-adjusted values for these terms (color). This plot displays the top 50 genes by gene ratio (# genes related to GO term / total number of sig genes), not p-adjusted value.here k is the number of genes participating in the current KEGG pathway (within top-40, top-80, or other top lists), and n is the number of genes (also within top-40, top-80, or other top lists) annotated as participants of any KEGG pathway (these numbers are provided in the brackets in the bottom of the figure). Dot color indicates the enrichment test FDR (Fisher's exact test).
ggsave("./SumData/3_KEGG_SUM_IMvH_IMvUMvH_v1.pdf",width=16, height =16) 
---
title: "3_KEGG_Functional_Analysis"
output: html_notebook
---

```{r}
# Clean environment
rm(list = ls(all.names = TRUE)) # will clear all objects including hidden objects
gc() # free up memory and report the memory usage
options(max.print = .Machine$integer.max, scipen = 0, stringsAsFactors = F, dplyr.summarise.inform = F) # avoid truncated output in R console and keep scientific notation

### INSTALLING PACKAGES ###
#if (!require("BiocManager", quietly = TRUE))
#    install.packages("BiocManager")

#BiocManager::install(c("readr", "tidyverse", "org.At.tair.db", "pathview", "ggupset"))
```


```{r}
setwd("~/Desktop/Lab/Working_Projects/R_trapseq_2023")
suppressPackageStartupMessages(library("org.At.tair.db"))
library(clusterProfiler) #A universal enrichment tool for interpreting omics data #prettydoc?
library(readr)
library(tidyverse) #to use distinct in line 52
library(pathview)
library(enrichplot)
pad <- 0.05
search_kegg_organism('ath', by='kegg_code')
search_kegg_organism('Arabidopsis thaliana', by='scientific_name')
```


```{r Data Input UP}
Hup<- read_csv("./DerivedData/1_DEG_HvUM_HUP_pad05_LFC1_v1.csv",  col_names = TRUE)
Hup_tb <- data.frame(Hup[ ,-c(1)], row.names = Hup$rowname) 

IM_up <- read_csv("./DerivedData/1_DEG_IMvUM_IMUP_pad05_LFC1_v1.csv", col_names = TRUE) 
IMup_tb <- data.frame(IM_up[ ,-c(1)], row.names = IM_up$rowname) 

HIM_up<-read_csv("./DerivedData/1_DEG_HvIMUP_pad05_LFC1_v1.csv", col_names = TRUE) 
HIMup_tb <- data.frame(HIM_up[ ,-c(1)], row.names = HIM_up$rowname) 
```

```{r DATA Input DOWN}
H_dwn <- read_csv("./DerivedData/1_DEG_HvUM_HDWN_pad05_LFC1_v1.csv", col_names = TRUE)
Hdwn_tb <- data.frame(H_dwn[ ,-c(1)], row.names = H_dwn$rowname) 

IM_dwn <- read_csv("./DerivedData/1_DEG_IMvUM_IMDWN_pad05_LFC1_v1.csv", col_names = TRUE)
IMdwn_tb <- data.frame(IM_dwn[ ,-c(1)], row.names = IM_dwn$rowname) 

HIM_dwn <- read_csv("./DerivedData/1_DEG_HvIMDWN_pad05_LFC1_v1.csv", col_names = TRUE)
HIMdwn_tb <- data.frame(HIM_dwn[ ,-c(1)], row.names = HIM_dwn$rowname) 
```

```{r 2 UP}
IMup_genes <- IMup_tb$entrez
Hup_genes <- Hup_tb$entrez
HIMup_genes <- HIMup_tb$entrez

kegg_IMup_list = sort(IMup_genes, decreasing = TRUE)
kegg_Hup_list = sort(Hup_genes, decreasing = TRUE)
kegg_HIMup_list = sort(HIMup_genes, decreasing = TRUE)
```



```{r 2 DOWN}
IMdown_genes <- IMdwn_tb$entrez
Hdown_genes <- Hdwn_tb$entrez
HIMdown_genes <- HIMdwn_tb$entrez

kegg_IMdown_list = sort(IMdown_genes, decreasing = TRUE)
kegg_Hdown_list = sort(Hdown_genes, decreasing = TRUE)
kegg_HIMdown_list = sort(HIMdown_genes, decreasing = TRUE)
```


```{r}
#ora with kegg data base.  using enrichKEGG() is a shortcut for doing ORA using KEGG
#pad <- 0.05
#genedata <- read_csv("./DerivedData/1_DEG_HvIM_HDWN_pad05_LFC1_v2.csv", col_names = TRUE) 
#genedata_tb <- data.frame(genedata[ ,-c(1)], row.names = genedata$rowname) 
#genedata_tb_genes <- genedata_tb$entrez


#search_kegg_organism('ath', by='kegg_code')
#search_kegg_organism('Arabidopsis thaliana', by='scientific_name')

#genedata_tb_genes_list = sort(genedata_tb_genes, decreasing = TRUE)


#write.csv(x, "./DerivedData/3_Pilot_IMvHdown_candidategenes.csv")
```


```{r}
#pad <- 0.05
#x$entrez = mapIds (org.At.tair.db, keys = row.names (x) , keytype = "TAIR" , column = "ENTREZID" , multiVals = "first" )
#x <- x$entrez
```


```{r UP 3}
#kegg_IMup_list #1
#kegg_Hup_list #2
kegg_HIMup_list #3

ora_kegg <- enrichKEGG(gene = kegg_HIMup_list,
                                organism = "ath",
                                keyType = "ncbi-geneid",
                                minGSSize = 10,
                                maxGSSize = 500,
                                pAdjustMethod = "BH",
                                qvalueCutoff = pad,
                                use_internal_data = FALSE) # force to latest KEGG db
eKEGG3 <- data.frame(ora_kegg)
#write.csv(eKEGG1, "./DerivedData/3_IMvH_HUP_KEGG.csv")

dotplot(ora_kegg, showCategory=10, font.size=10)
#ggsave("./SumData/3_KEGG_IMvH_Hup_LFC1p05.pdf",width=12, height =12)

mlist <- list(eKEGG1, eKEGG2, eKEGG3)
names(mlist) <- c("KEGG IM UP IMvUM", "KEGG H UP HvUM", "KEGG H UP HvIM")
mresult <- merge_result(mlist)
dotplot(mresult, showCategory=10, font.size=14)
#ggsave("./SumData/3_KEGG_SUM_UP_LFC1p05.pdf",width=14, height =14)
```
```{r}
#kegg_IMdown_list #4
#kegg_Hdown_list #5
#kegg_HIMdown_list #6

ora_kegg <- enrichKEGG(gene = kegg_HIMdown_list,
                                organism = "ath",
                                keyType = "ncbi-geneid",
                                minGSSize = 10,
                                maxGSSize = 500,
                                pAdjustMethod = "BH",
                                qvalueCutoff = pad,
                                use_internal_data = FALSE) # force to latest KEGG db
eKEGG6 <- data.frame(ora_kegg)
#write.csv(eKEGG1, "./DerivedData/3_IMvH_HUP_KEGG.csv")

dotplot(ora_kegg, showCategory=10, font.size=10)
#ggsave("./SumData/3_KEGG_IMvH_Hup_LFC1p05.pdf",width=12, height =12)

mlist <- list(eKEGG4, eKEGG5, eKEGG6)
names(mlist) <- c("KEGG IM Down IMvUM", "KEGG H Down HvUM", "KEGG H Down HvIM")
mresult <- merge_result(mlist)
dotplot(mresult, showCategory=9, font.size=14)
#ggsave("./SumData/3_KEGG_SUM_DOWN_LFC1p05.pdf",width=14, height =14)
```

```{r}
# Simple dotplot 
dotplot(ora_kegg, 
    color = "qvalue", 
    showCategory = 15, 
    x = "Count")+
  ggtitle ("KEGG IM v H Up genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_IMvH_Hup.pdf",width=12, height =12) 


edox2 <- pairwise_termsim(genedata_tb_genes_list)
p1 <- treeplot(edox2)
p2 <- treeplot(edox2, hclust_method = "average")
aplot::plot_list(p1, p2, tag_levels = 'A')

upsetplot(genedata_tb_genes_list) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).
```


```{r}
browseKEGG(ora_kegg, 'ath00330')
library("pathview")
ath00330 <- pathview(gene.data  = x, pathway.id = "ath00330", species    = "ath")
```


```{r}
viewPathway("E2F mediated regulation of DNA replication", 
            readable = TRUE, 
            foldChange = geneList)
```

```{r}
ora_IMdown_kegg <- enrichKEGG(gene = kegg_IMdown_list,
                                organism = "ath",
                                keyType = "ncbi-geneid",
                                minGSSize = 10,
                                maxGSSize = 500,
                                pAdjustMethod = "BH",
                                qvalueCutoff = pad,
                                use_internal_data = FALSE) # force to query latest KEGG db
eKEGG2 <- data.frame(ora_IMdown_kegg)
#write.csv(eKEGG2, "./DerivedData/3_KEGG_IMdown_IMvUMvH_v1.csv")
head(ora_IMdown_kegg)

```

```{r}
# Simple dotplot 
dotplot(ora_IMdown_kegg, 
    color = "qvalue", 
    showCategory = 15, 
    x = "Count") +
  ggtitle ("KEGG  Down-Regulated genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_IMdown_IMvUMvH_v1.pdf",width=12, height =12) 
#browseKEGG(ora_upH_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data  = kegg_upH_list, pathway.id = "ath04626", species    = "ath")

edox2<-pairwise_termsim(ora_IMdown_kegg)
p1<-treeplot(edox2)
p2<-treeplot(edox2, hclust_method="average")
aplot::plot_list(p1,p2, tag_levels='A')

upsetplot(ora_IMdown_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).
```


```{r}
ora_IMup_kegg <- enrichKEGG(gene = kegg_IMup_list,
                                organism = "ath",
                                keyType = "ncbi-geneid",
                                minGSSize = 10,
                                maxGSSize = 500,
                                pAdjustMethod = "BH",
                                qvalueCutoff = pad,
                                use_internal_data = FALSE) # force to query latest KEGG db
eKEGG3 <- data.frame(ora_IMup_kegg)
#write.csv(eKEGG2, "./DerivedData/3_IMUP_KEGG.csv")
head(ora_IMup_kegg)

```

```{r}
# Simple dotplot 
dotplot(ora_IMup_kegg, 
    color = "qvalue", 
    showCategory = 15, 
    x = "Count") +
  ggtitle ("KEGG IMvH H Up-Regulated genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_IMup_IMvUMvH_v1.pdf",width=12, height =12) 
#browseKEGG(ora_upH_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data  = kegg_upH_list, pathway.id = "ath04626", species    = "ath")

edox2<-pairwise_termsim(ora_IMup_kegg)
p1<-treeplot(edox2)
p2<-treeplot(edox2, hclust_method="average")
aplot::plot_list(p1,p2, tag_levels='A')

upsetplot(ora_IMup_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).
```

```{r}
#ora with kegg data base.  using enrichKEGG() is a shortcut for doing ORA using KEGG
ora_Hup_kegg <- enrichKEGG(gene = kegg_Hup_list,
                                organism = "ath",
                                keyType = "ncbi-geneid",
                                minGSSize = 10,
                                maxGSSize = 500,
                                pAdjustMethod = "BH",
                                qvalueCutoff = pad,
                                use_internal_data = FALSE) # force to query latest KEGG db
eKEGG4 <- data.frame(ora_Hup_kegg)
#write.csv(eKEGG3, "./DerivedData/3_HUP_KEGG.csv")

#mlist <- list(eKEGG1, eKEGG2)
#names(mlist) <- c("IM (up) -KEGG", "H (up) -KEGG")
```

```{r}
# Simple dotplot 
dotplot(ora_Hup_kegg, 
    color = "qvalue", 
    showCategory = 10, 
     x="Count")+
  ggtitle ("KEGG H Up-Regulated genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_Hup_IMvUMvH_v1.pdf",width=12, height =12) 
#browseKEGG(ora_Hup_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data  = kegg_upH_list, pathway.id = "ath04626", species    = "ath")

edox2 <- pairwise_termsim(ora_Hup_kegg)
p1 <- treeplot(edox2)
p2 <- treeplot(edox2, hclust_method = "average")
aplot::plot_list(p1, p2, tag_levels = 'A')

upsetplot(ora_Hup_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).
```

```{r}
#ora with kegg data base.  using enrichKEGG() is a shortcut for doing ORA using KEGG
ora_Hdown_kegg <- enrichKEGG(gene = kegg_Hdown_list,
                                organism = "ath",
                                keyType = "ncbi-geneid",
                                minGSSize = 10,
                                maxGSSize = 500,
                                pAdjustMethod = "BH",
                                qvalueCutoff = pad,
                                use_internal_data = FALSE) # force to query latest KEGG db
eKEGG5 <- data.frame(ora_Hdown_kegg)
#write.csv(eKEGG5, "./DerivedData/3_KEGG_HDWN_IMvUMvH_v1.csv")
head(ora_Hdown_kegg)

```

```{r}
# Simple dotplot 
dotplot(ora_Hdown_kegg, 
    color = "qvalue", 
    showCategory = 10,
    x="count", 
   # size = "Count"
    )+
  ggtitle ("KEGG H Down-Regulated genes, LFC1 PVAL 0.05")
#ggsave("./SumData/3_KEGG_Hdown_IMvUMvH_v1.pdf",width=12, height =12) 
#browseKEGG(ora_Hdown_kegg, 'ath04626')
#library("pathview")
#ath04626 <- pathview(gene.data  = kegg_upH_list, pathway.id = "ath04626", species    = "ath")

edox2 <- pairwise_termsim(ora_Hdown_kegg)
p1 <- treeplot(edox2)
p2 <- treeplot(edox2, hclust_method = "average")
aplot::plot_list(p1, p2, tag_levels = 'A')

upsetplot(ora_Hdown_kegg) #For over-representation analysis,upsetplot will calculate the overlaps among different gene sets. ForGSEA result, it will plot the foldchange distributions of different categories (e.g. unique to pathway, overlaps among different pathways).
```

```{r}
mlist <- list(ora_IMup_kegg, ora_Hup_kegg, ora_IMdown_kegg, ora_Hdown_kegg)
names(mlist) <- c("KEGG IMvH H Up", "KEGG +UM H Up", "KEGG IMvH H Down", "KEGG +UM H Down")
mresult <- merge_result(mlist)
dotplot(mresult, showCategory=7, font.size=10)
#The dotplot shows the number of genes associated with the first 50 terms (size/show category) and the p-adjusted values for these terms (color). This plot displays the top 50 genes by gene ratio (# genes related to GO term / total number of sig genes), not p-adjusted value.here k is the number of genes participating in the current KEGG pathway (within top-40, top-80, or other top lists), and n is the number of genes (also within top-40, top-80, or other top lists) annotated as participants of any KEGG pathway (these numbers are provided in the brackets in the bottom of the figure). Dot color indicates the enrichment test FDR (Fisher's exact test).

#ggsave("./SumData/3_KEGG_SUM_IMvH_IMvUMvH_v1.pdf",width=16, height =16) 
```

